Media AI Impact Analysis

Work. Reinvented: What Your Data Tells You

To reinvent your workforce and embrace AI, these are the key steps to take—and here’s what your data reveals about your jobs and work:

See your jobs and work broken down into tasks to understand what is actually being done.
Identify where AI can drive value based on maturity, ROI, and applicability.
Determine the right AI solution for each task: out-of-the-box, configuration, or design and build.
Understand the workforce impact so you can plan and lead responsible transformation.

Click to see all roles:

Content Producer

Grade:: L3
Headcount:: 100
Band:: $75,000

Work Intelligence™

Your organization is now equipped with Work Intelligence™— a live layer of data that quantifies opportunity across roles, tasks, and teams

Metric	What It Tells You
AI Potential Index (AIPI)	38.54% of total work is ready for automation
Annual Salary Exposure	$7,500,000 across analyzed roles
Total Potential Savings	$2,890,875 unlocked by automating tasks
Operational Efficiency Index (OEI)	29.85% potential impact on overall operational efficiency
Velocity of Output (VOI)	22.40% increase in delivery speed
Capacity Increase from Task Consolidation (CITC)	10.03% efficiency gains from reducing task overlap and streamlining duplicated tasks
Time to Benefit Realization (TBR)	7.0 months until Benefits visible after initial deployment

Tasks

Write and edit news stories that adhere to journalistic standards and are ready for broadcast.	40%	12.76%	$383K

Take Action

Out-of-the-Box
Copilot Writing Coach	Prompt: please improve clarity, tone, and grammar of this news story draft while ensuring journalistic style and accuracy.
Copilot Researcher Agent	Prompt: please summarize relevant background information and fact-check key details for this news story from trusted sources.
Facilitator Agent (Teams)	Prompt: please generate meeting notes and action items during editorial reviews to track story revisions and deadlines.
Configured Workflow
Copilot Writing Coach	Improves clarity, tone, grammar and structure of news story drafts to ensure professional journalistic standards.
Copilot Researcher Agent	Performs background research and suggests factual corrections by aggregating relevant information from web and internal sources.
Facilitator Agent (Teams)	Generates meeting notes and action items during editorial reviews to track feedback and revisions efficiently.
Copilot Agent
Conversational Design Step	Guide users to input story outlines or draft text and prompt clarifications on tone, style, and fact-checking priorities.
Tools/Data Integration Step	Integrate with Microsoft Copilot Writing Coach and Copilot Researcher Agent for editing support and factual verification using internal and web data.
AI Processing/Output Format Step	Use generative AI to refine drafts, suggest journalistic style improvements, and highlight factual inconsistencies for user review.

Skills

General
Human
Technology

Journalistic Writing
Editing and Proofreading
News Judgment
Communication Skills
Attention to Detail
Time Management
Content Management Systems (CMS)
Broadcast Editing Software
Fact-Checking Tools

Use newsroom editorial software and non-linear editing systems to produce broadcast content.	50%	12.76%	$479K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: please capture editing session decisions and next steps to coordinate with production teams efficiently.
Copilot Visual Creator	Prompt: please generate storyboards or visual concepts to assist video editing planning and structure presentations.
Copilot Writing Coach	Prompt: please help draft video scripts and captions to accompany edited footage.
Configured Workflow
Facilitator Agent (Teams)	Supports coordination of editorial workflows by capturing editing meeting notes and task assignments.
Project Manager Agent (Planner)	Organizes video editing tasks, schedules deadlines, and manages dependencies for non-linear editing projects.
Copilot Studio Custom Agents	Automates routine workflows such as asset intake, clip tagging, and metadata updates within connected editorial tools.
Copilot Agent
Conversational Design Step	Collect user instructions on content sequences, clip preferences, and editing objectives through guided prompts.
Tools/Data Integration Step	Link with internal editorial systems and multimedia repositories, orchestrated by Copilot Studio custom agents to trigger video/audio editing tools.
AI Processing/Output Format Step	Automate clip selection, sequencing, and audio/video enhancements to create polished content ready for broadcast workflows.

Skills

General
Human
Technology

Editorial Content Production
Video Editing
Attention to Detail
Time Management
Communication Skills
Adaptability
Newsroom Editorial Software Proficiency
Non-linear Editing Systems
Broadcast Media Technology Understanding

Rapidly respond to breaking news events by gathering, verifying, and producing updated content under tight deadlines.	35%	5.10%	$134K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: please perform quick research and summarize verified updates from multiple trusted sources on the breaking news event.
Facilitator Agent (Teams)	Prompt: please document team decisions and action items during rapid response editorial meetings.
Copilot Writing Coach	Prompt: please draft clear, concise breaking news scripts and headlines based on latest verified facts.
Configured Workflow
Copilot Researcher Agent	Aggregates and summarizes latest news updates from web and internal sources to support fast information gathering.
Copilot Writing Coach	Drafts initial story outlines and updates with appropriate tone and urgency for breaking news.
Facilitator Agent (Teams)	Captures real-time collaborative decisions and action points to streamline content updates under tight deadlines.
Copilot Agent
Conversational Design Step	Prompt users for key topic inputs and urgency level to tailor content sourcing and verification priorities.
Tools/Data Integration Step	Integrate Copilot Researcher Agent with real-time news alert APIs and fact-checking databases to gather and validate information quickly.
AI Processing/Output Format Step	Generate draft news updates with citations and confidence scores, enabling editors to finalize rapidly.

Skills

General
Human
Technology

News Gathering
Fact-Checking and Verification
Deadline Management
Communication
Stress Management
Collaboration
Broadcast Content Management Systems
Digital Editing Tools
Real-time Communication Platforms

Coordinate with editorial staff, reporters, and anchors to ensure accurate and engaging news content delivery.	25%	5.10%	$96K

Take Action

Out-of-the-Box
Project Manager Agent (Planner)	Prompt: please create and update task lists and deadlines for story assignments and coordinate workflow among team members.
Facilitator Agent (Teams)	Prompt: please summarize collaboration meetings and highlight follow-up tasks for editorial teams.
Viva Engage Copilot	Prompt: please assist in drafting and refining team communications and announcements to keep all contributors aligned.
Configured Workflow
Project Manager Agent (Planner)	Creates and assigns tasks, schedules editorial calendars, and tracks story progress across teams.
Facilitator Agent (Teams)	Records meeting notes, action items, and decisions to keep all stakeholders aligned during content planning.
Community Agent (Viva Engage)	Facilitates ongoing communication and knowledge sharing within editorial communities to boost collaboration.
Copilot Agent
Conversational Design Step	Facilitate conversational task check-ins and deadline tracking via guided prompts to collect status and priorities.
Tools/Data Integration Step	Connect to Teams, Planner, and SharePoint-based knowledge hubs through Copilot Studio workflows for real-time collaboration and document sharing.
AI Processing/Output Format Step	Automate progress summaries, task prioritization, and notification generation to support seamless information flow.

Skills

General
Human
Technology

Content Coordination
Editorial Judgment
News Production Knowledge
Communication
Collaboration
Attention to Detail
Workflow Management Software
Content Management Systems (CMS)
Communication Platforms

Make verification calls to sources and stakeholders to confirm information and vet stories for accuracy.	15%	5.10%	$57K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: please gather background information and publicly available data on sources to prepare for verification calls.
Facilitator Agent (Teams)	Prompt: please record and summarize key points and action items from verification calls during meetings.
Copilot Writing Coach	Prompt: please help draft accurate and clear questions or call scripts to verify facts with sources.
Configured Workflow
Copilot Researcher Agent	Performs preliminary fact-checking by cross-referencing public data and organizational content before calls.
Knowledge Agent (SharePoint)	Surfaces authoritative internal content and previously validated information to support verification process.
Facilitator Agent (Teams)	Documents call notes and follow-up actions during source verification discussions.
Copilot Agent
Conversational Design Step	Guide users to provide key source information and verification needs to structure inquiry approaches.
Tools/Data Integration Step	Leverage Copilot Researcher Agent and external public databases for preliminary fact validation; integrate with communication platforms for manual calls.
AI Processing/Output Format Step	Provide summarized verification findings highlighting confidence and discrepancies to inform human follow-up.

Skills

General
Human
Technology

Fact-Checking
Interviewing Techniques
Research Skills
Active Listening
Effective Communication
Interpersonal Skills
Telephony Systems
Information Management Systems

Integrate graphics and multimedia elements into news stories to enhance visual storytelling.	45%	5.10%	$172K

Take Action

Out-of-the-Box
Copilot Visual Creator	Prompt: please generate related images, diagrams, and storyboards based on news story scripts for integration.
Facilitator Agent (Teams)	Prompt: please summarize design review meetings and track multimedia integration tasks for collaboration.
Copilot Writing Coach	Prompt: please draft captions and descriptions for graphics and multimedia elements to align with story content.
Configured Workflow
Copilot Visual Creator	Generates images, diagrams, and visual concepts from natural language prompts aligned with story content.
Facilitator Agent (Teams)	Organizes feedback from creative reviews and tracks multimedia asset updates.
Project Manager Agent (Planner)	Schedules and manages tasks for multimedia integration and final content assembly.
Copilot Agent
Conversational Design Step	Prompt user for story themes, key points, and preferred visual styles to guide graphic suggestions.
Tools/Data Integration Step	Utilize Copilot Visual Creator integrated with internal content libraries and graphic generation capabilities for automated asset creation.
AI Processing/Output Format Step	Generate draft visuals, storyboards, and multimedia layouts aligned with story content, enabling iterative user refinement.

Skills

General
Human
Technology

Visual Storytelling
Multimedia Editing
Graphic Design Principles
Attention to Detail
Collaboration
Creativity
Video Editing Software
Graphic Design Software
Content Management Systems (CMS)

Help with newsgathering on the assignment desk to support content planning and story allocation.	40%	1.53%	$46K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: please scan news sources and internal content to identify and prioritize emerging story leads for assignment.
Project Manager Agent (Planner)	Prompt: please organize and update story assignment plans and deadlines to support newsroom workflow.
Facilitator Agent (Teams)	Prompt: please capture assignment desk briefings and distribute summaries to editorial staff.
Configured Workflow
Copilot Researcher Agent	Aggregates and summarizes trending and relevant news stories from both internal and external sources.
Knowledge Agent (SharePoint)	Provides quick access to background resources and past coverage for decision making on story allocation.
Project Manager Agent (Planner)	Assigns story tasks to reporters and tracks progression within editorial workflows.
Copilot Agent
Conversational Design Step	Gather input on topical focus, deadlines, and resource availability for focused story identification.
Tools/Data Integration Step	Connect Copilot Researcher Agent with real-time news aggregation APIs and internal editorial tracking systems.
AI Processing/Output Format Step	Rank and flag emerging stories based on newsworthiness and editorial priorities for assignment desk review.

Skills

General
Human
Technology

Research and Information Gathering
News Judgment and Editorial Insight
Multitasking and Prioritization
Effective Communication
Collaboration and Teamwork
Attention to Detail
Newsroom Management Systems
Database and Content Management
Communication and Messaging Tools

Edit raw footage and audio using advanced non-linear editing software to create polished news segments.	55%	12.76%	$526K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: please document editing progress, decisions, and issues during post-production team meetings.
Copilot Visual Creator	Prompt: please assist in creating visual outlines and storyboards to guide footage sequencing and audio editing.
Copilot Writing Coach	Prompt: please help prepare segment scripts and text overlays synchronized to the edited footage.
Configured Workflow
Facilitator Agent (Teams)	Coordinates editing feedback and notes between producers and editors to streamline refinement cycles.
Project Manager Agent (Planner)	Manages task lists and timelines for footage editing, sequencing, and audio enhancement activities.
Copilot Studio Custom Agents	Automates tagging, rough cut creation, and synchronizing metadata for video and audio assets.
Copilot Agent
Conversational Design Step	Solicit user directives on segment length, style, and focus areas through interactive prompts.
Tools/Data Integration Step	Integrate Copilot Studio agent orchestration with non-linear editing software APIs and media asset management systems.
AI Processing/Output Format Step	Execute automated rough cuts, audio cleanup, color correction, and clip assembly to produce near-final segments for editor review.

Skills

General
Human
Technology

Video Editing
Audio Editing
Attention to Detail
Time Management
Collaboration
Non-linear Editing Systems
Digital Audio Workstations
Media File Management

Manage content versions and archive broadcast materials for quick retrieval and compliance purposes.	70%	5.10%	$268K

Take Action

Out-of-the-Box
Knowledge Agent (SharePoint)	Prompt: please organize, tag, and maintain version history of broadcast content to enable fast retrieval and compliance tracking.
Facilitator Agent (Teams)	Prompt: please generate summaries of archive updates and compliance status reports for relevant stakeholders.
Project Manager Agent (Planner)	Prompt: please create and monitor task lists related to content archival and version control processes.
Configured Workflow
Knowledge Agent (SharePoint)	Automates classification, tagging, and indexing of media files to ensure efficient retrieval and compliance.
Project Manager Agent (Planner)	Schedules regular archiving tasks and monitors version control workflows within production teams.
Facilitator Agent (Teams)	Facilitates compliance review meetings by capturing notes and action points for content governance.
Copilot Agent
Conversational Design Step	Query users for metadata, version updates, and archiving criteria to maintain organized content records.
Tools/Data Integration Step	Connect to digital asset management and compliance archive repositories with secure version control capabilities using Copilot Studio workflows.
AI Processing/Output Format Step	Automate tagging, version indexing, and compliance checks to enable rapid search and retrieval with audit trails.

Skills

General
Human
Technology

Content Management
Archival Practices
Regulatory Compliance Knowledge
Attention to Detail
Organizational Skills
Communication Skills
Digital Asset Management Systems
Version Control Technology
Metadata Tagging

Monitor emerging media platforms and formats to adapt broadcast content for cross-platform delivery.	30%	1.53%	$34K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: please summarize recent trends and reports on emerging media platforms and recommend format adaptations.
Facilitator Agent (Teams)	Prompt: please document team discussions on media trends and innovation ideas for cross-platform delivery.
Copilot Idea Coach	Prompt: please facilitate brainstorming sessions to generate and cluster new content delivery concepts.
Configured Workflow
Copilot Researcher Agent	Compiles and summarizes latest market trends and platform innovations relevant to broadcast media.
Copilot Idea Coach	Generates and refines creative concepts for content adaptation based on emerging format insights.
Facilitator Agent (Teams)	Documents innovation session outcomes to help teams iterate and implement new content delivery methods.
Copilot Agent
Conversational Design Step	Prompt users for target platforms and current content formats to focus trend analysis.
Tools/Data Integration Step	Integrate with internal usage analytics and external media trend data sources via Copilot Researcher Agent.
AI Processing/Output Format Step	Analyze consumption patterns and recommend format adaptations to optimize cross-platform broadcast performance.

Skills

General
Human
Technology

Media Trend Analysis
Content Adaptation
Cross-Platform Content Strategy
Communication Skills
Adaptability
Technological Awareness
Digital Media Platforms
Content Management Systems (CMS)
Video Editing and Encoding Tools

Ensure all broadcast content complies with legal standards, ethical guidelines, and internal policies.	40%	5.10%	$153K

Take Action

Out-of-the-Box
Knowledge Agent (SharePoint)	Prompt: please verify content against stored compliance policies and flag potential issues for review.
Copilot Writing Coach	Prompt: please suggest edits to remove or rephrase language that may violate legal or ethical standards.
Facilitator Agent (Teams)	Prompt: please document compliance review meetings and action plans to address flagged concerns.
Configured Workflow
Knowledge Agent (SharePoint)	Surfaces relevant legal and policy documents to guide content compliance checks.
Copilot Researcher Agent	Analyzes content for potential copyright or ethical issues by referencing internal and external guidelines.
Facilitator Agent (Teams)	Generates audit reports and captures assessment notes during compliance review meetings.
Copilot Agent
Conversational Design Step	Interactively collect content details and compliance checklists to tailor content review scope.
Tools/Data Integration Step	Use Microsoft Content Moderator and Copilot Studio integration to scan content for compliance issues against legal and policy databases.
AI Processing/Output Format Step	Automatically identify potential copyright, offensive language, or policy violations and generate review flags with explanations.

Skills

General
Human
Technology

Media Law Knowledge
Ethical Judgment
Policy Compliance
Attention to Detail
Communication Skills
Critical Thinking
Content Management Systems (CMS)
Compliance Monitoring Tools

Write and edit content for daily newscasts to deliver consistent and high-quality news programming.	40%	5.10%	$153K

Take Action

Out-of-the-Box
Copilot Writing Coach	Prompt: please improve clarity, consistency, and audience-appropriate tone in daily newscast scripts.
Copilot Researcher Agent	Prompt: please gather and summarize key updates and context to inform daily newscast content.
Facilitator Agent (Teams)	Prompt: please summarize editorial meetings to clarify story priorities and script revisions.
Configured Workflow
Copilot Writing Coach	Drafts and refines newscast scripts for clarity, tone, and consistency aligned to editorial guidelines.
Copilot Researcher Agent	Aggregates verified facts and background information to enhance story quality in newscast content.
Facilitator Agent (Teams)	Captures editorial feedback and ensures task follow-ups during content review meetings.
Copilot Agent
Conversational Design Step	Solicit daily programming context and segment priorities to structure draft news scripts.
Tools/Data Integration Step	Leverage Copilot Writing Coach and Copilot Researcher Agent connected to internal news databases and previous broadcasts.
AI Processing/Output Format Step	Generate and refine news scripts aligned with editorial tone and consistency standards for user approval.

Skills

General
Human
Technology

Newswriting
Editing and Proofreading
Headline Writing
Journalistic Ethics
Attention to Detail
Effective Communication
Time Management
Content Management Systems (CMS)
Teleprompter Software
Broadcast Editing Tools

Plan and execute multi-segment news broadcasts integrating various story types and multimedia elements.	30%	5.10%	$115K

Take Action

Out-of-the-Box
Project Manager Agent (Planner)	Prompt: please create and manage detailed broadcast schedules and segment integration plans.
Facilitator Agent (Teams)	Prompt: please capture and track status updates and coordination tasks during broadcast planning meetings.
Copilot Visual Creator	Prompt: please generate visual layouts and flow diagrams to support segment sequencing and content flow.
Configured Workflow
Project Manager Agent (Planner)	Develops and manages a detailed broadcast plan including segment sequencing and timing.
Facilitator Agent (Teams)	Records status updates and decisions from production meetings to keep teams aligned on execution.
Knowledge Agent (SharePoint)	Provides access to reusable templates and standard operating procedures for broadcast planning.
Copilot Agent
Conversational Design Step	Engage users in defining segment order, timing, and multimedia integration goals.
Tools/Data Integration Step	Interface with scheduling and newsroom management systems coordinated through Copilot Studio custom agents.
AI Processing/Output Format Step	Generate optimized broadcast schedules that balance pacing, content diversity, and multimedia synchronization for smooth delivery.

Skills

General
Human
Technology

Broadcast Production Planning
News Story Selection and Evaluation
Multimedia Content Integration
Time Management
Team Collaboration
Communication Skills
Broadcast Automation Systems
Video Editing Software
Content Management Systems
Digital Asset Management

Train and mentor junior production staff to elevate content quality and technical proficiency.	10%	5.10%	$38K

Take Action

Out-of-the-Box
Copilot Learning Coach	Prompt: please recommend tailored learning paths and suggest resources based on junior staff skill gaps and goals.
Viva Learning Copilot	Prompt: please curate relevant internal and external training content and summarize key learning points for mentorship.
Facilitator Agent (Teams)	Prompt: please document training sessions and highlight follow-up actions for continuous development.
Configured Workflow
Viva Learning Copilot	Recommends personalized learning paths and relevant training content tailored to junior staff needs.
Copilot Learning Coach	Supports learners by summarizing course content and tracking progress to facilitate continuous development.
Facilitator Agent (Teams)	Documents coaching sessions and next steps to ensure accountability and follow-up.
Copilot Agent
Conversational Design Step	Personalize learning path selection by assessing current skills and desired areas of growth.
Tools/Data Integration Step	Connect to Viva Learning Copilot linked with curated internal and external training content repositories.
AI Processing/Output Format Step	Recommend targeted learning modules with progress tracking and contextual coaching prompts for ongoing skill development.

Skills

General
Human
Technology

Coaching and Mentoring
Content Production Knowledge
Quality Control and Review
Communication Skills
Leadership
Empathy
Broadcast Editing Software Proficiency
Content Management Systems (CMS)
Digital Asset Management

Collaborate with technical teams to troubleshoot equipment and software issues impacting content production.	35%	1.53%	$40K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: please record technical issue reports and triage discussions for clear communication between editorial and IT teams.
Copilot Researcher Agent	Prompt: please research common troubleshooting steps and solutions for identified equipment or software problems.
Copilot Writing Coach	Prompt: please draft clear technical incident reports and communication updates for affected teams.
Configured Workflow
Microsoft Security Copilot: IT Operations Agent	Automates routine IT incident triage and recommends remediation steps for technical production issues.
Facilitator Agent (Teams)	Captures troubleshooting discussions and logging key action items during cross-team collaboration.
Project Manager Agent (Planner)	Assigns follow-up tasks and monitors resolution progress for technical problems.
Copilot Agent
Conversational Design Step	Prompt users to describe symptoms, error messages, and impact severity to triage issues effectively.
Tools/Data Integration Step	Integrate with IT support ticketing systems and AI diagnostics tools via Copilot Studio workflows.
AI Processing/Output Format Step	Automate preliminary troubleshooting steps, suggest fixes, and escalate complex issues to human technicians.

Skills

General
Human
Technology

Technical Troubleshooting
Broadcast Production Knowledge
Problem-Solving
Communication Skills
Teamwork
Empathy
Broadcast Equipment Systems
Production Software
Network and IT Infrastructure

Work closely with management, editorial staff, reporters, and anchors to align content production with editorial direction.	20%	5.10%	$77K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: please capture key points and follow-up actions from cross-functional alignment meetings.
Project Manager Agent (Planner)	Prompt: please update and track progress on editorial alignment tasks and deadlines to ensure cohesive content delivery.
Viva Engage Copilot	Prompt: please assist in drafting internal communications to keep all stakeholders informed about editorial direction.
Configured Workflow
Facilitator Agent (Teams)	Facilitates meeting documentation, capturing alignment decisions and action items effectively.
Project Manager Agent (Planner)	Tracks editorial goals and tasks ensuring alignment with production schedules and deliverables.
Community Agent (Viva Engage)	Enhances ongoing communication and knowledge sharing across editorial teams to maintain cohesion.
Copilot Agent
Conversational Design Step	Facilitate structured check-ins to capture alignment feedback and update editorial priorities.
Tools/Data Integration Step	Use Microsoft Teams and Planner integration through Copilot Studio to synchronize editorial notes and track action items.
AI Processing/Output Format Step	Summarize collaborative inputs, flag misalignments, and generate alignment reports to support decision-making.

Skills

General
Human
Technology

Content Planning and Coordination
Editorial Judgment
Project Management
Collaboration
Communication Skills
Negotiation and Conflict Resolution
Content Management Systems (CMS)
Broadcast Production Software
Digital Collaboration Tools

Lead quality control reviews of broadcast content to maintain high standards before airing.	45%	1.53%	$52K

Take Action

Out-of-the-Box
Copilot Writing Coach	Prompt: please review and suggest improvements for script accuracy, tone, and readability during quality control.
Facilitator Agent (Teams)	Prompt: please document quality control meeting notes and clearly list content issues and required corrections.
Knowledge Agent (SharePoint)	Prompt: please verify content against stored editorial and compliance guidelines to ensure standards are met.
Configured Workflow
Copilot Researcher Agent	Assists in fact-checking and identifying potential inconsistencies within broadcast content.
Knowledge Agent (SharePoint)	Provides access to compliance standards and playback guidelines to support quality control reviews.
Facilitator Agent (Teams)	Documents review findings and manages completion of corrective tasks prior to airing.
Copilot Agent
Conversational Design Step	Enable users to specify review criteria and known risk areas to focus QC efforts.
Tools/Data Integration Step	Integrate with Veritone and IBM Watson Media for automated content analysis and metadata retrieval.
AI Processing/Output Format Step	Apply AI to detect technical errors, factual inconsistencies, and compliance issues to generate actionable QC reports.

Skills

General
Human
Technology

Content Evaluation
Attention to Detail
Broadcast Standards Compliance
Leadership
Effective Communication
Critical Thinking
Broadcast Editing Software Proficiency
Media Asset Management Systems
Quality Control Methodologies

Develop contingency plans to swiftly adapt broadcast schedules and content during breaking news or technical difficulties.	25%	1.53%	$29K

Take Action

Out-of-the-Box
Project Manager Agent (Planner)	Prompt: please create detailed alternative broadcast plans with task assignments and deadlines for contingency scenarios.
Facilitator Agent (Teams)	Prompt: please document contingency planning sessions and track decision points and responsibilities.
Copilot Idea Coach	Prompt: please generate and refine innovative ideas for flexible content scheduling and rapid response workflows.
Configured Workflow
Project Manager Agent (Planner)	Creates alternative broadcast plans with task dependencies and timelines for contingency scenarios.
Copilot Idea Coach	Generates and refines innovative contingency options and workflow adaptations based on constraints.
Facilitator Agent (Teams)	Captures strategic discussions and follow-up items to enable rapid execution during disruptions.
Copilot Agent
Conversational Design Step	Collect scenario parameters and resource constraints through guided dialogue to inform planning.
Tools/Data Integration Step	Integrate with planning and simulation systems like project management tools via Copilot Studio custom connectors.
AI Processing/Output Format Step	Use scenario modeling to generate alternative schedules and resource allocations for quick decision support.

Skills

General
Human
Technology

Crisis Management
Broadcast Scheduling Knowledge
Content Prioritization
Problem Solving
Communication Skills
Leadership
Broadcast Automation Systems
Incident Management Software
Real-time Communication Tools

Participate in cross-functional teams to innovate broadcast workflows and content delivery methods.	20%	1.53%	$23K

Take Action

Out-of-the-Box
Copilot Idea Coach	Prompt: please facilitate ideation workshops by generating, clustering, and refining innovative workflow improvement ideas.
Facilitator Agent (Teams)	Prompt: please record team discussions and summarize agreed innovation actions and next steps.
Copilot Researcher Agent	Prompt: please research best practices and new tools in broadcast workflow automation for team review.
Configured Workflow
Copilot Idea Coach	Facilitates structured brainstorming to generate and refine innovative workflow and delivery ideas.
Facilitator Agent (Teams)	Records meeting outcomes and ensures alignment on next steps for cross-functional innovation projects.
Community Agent (Viva Engage)	Supports ongoing knowledge exchange and engagement across teams to sustain innovation momentum.
Copilot Agent
Conversational Design Step	Facilitate ideation sessions to collect inputs and evaluate workflow pain points collaboratively.
Tools/Data Integration Step	Integrate collaboration platforms like Miro and Confluence with Copilot Studio agents for idea capturing and organization.
AI Processing/Output Format Step	Cluster, prioritize, and summarize innovation ideas to generate actionable workflow improvement proposals.

Skills

General
Human
Technology

Workflow Design and Optimization
Content Delivery Strategy
Project Management
Collaboration
Communication
Problem Solving
Broadcast Systems Knowledge
Digital Content Management Systems
Workflow Automation Tools

Maintain collaborative relationships with external stakeholders such as news agencies and freelance reporters.	15%	1.53%	$17K

Take Action

Out-of-the-Box
Project Manager Agent (Planner)	Prompt: please organize external stakeholder communications, schedule check-ins, and track collaborative task progress.
Viva Engage Copilot	Prompt: please assist in drafting and refining updates and community posts for external stakeholder engagement.
Facilitator Agent (Teams)	Prompt: please document meetings and agreements with external partners to maintain clear communication records.
Configured Workflow
Project Manager Agent (Planner)	Schedules interactions and tracks tasks related to external stakeholder coordination and collaboration.
Facilitator Agent (Teams)	Documents meetings and communications to ensure follow-through on stakeholder agreements.
Community Agent (Viva Engage)	Enables ongoing engagement and knowledge sharing with external community members and contributors.
Copilot Agent
Conversational Design Step	Gather stakeholder communication preferences and update needs through structured prompts.
Tools/Data Integration Step	Connect CRM systems and communication platforms to automate scheduling and content sharing tasks.
AI Processing/Output Format Step	Automate routine engagement reminders and curate relevant content summaries to sustain collaborative relationships.

Skills

General
Human
Technology

Stakeholder Relationship Management
Negotiation Skills
Media Industry Knowledge
Communication Skills
Interpersonal Skills
Conflict Resolution
Collaboration Platforms
Content Management Systems (CMS)
Scheduling and Project Management Tools

Skills

General

Journalistic Writing
Editing and Proofreading
News Judgment
Editorial Content Production
Video Editing
News Gathering
Fact-Checking and Verification
Deadline Management
Content Coordination
Editorial Judgment
News Production Knowledge
Fact-Checking
Interviewing Techniques
Research Skills
Visual Storytelling
Multimedia Editing
Graphic Design Principles
Research and Information Gathering
News Judgment and Editorial Insight
Multitasking and Prioritization
Audio Editing
Content Management
Archival Practices
Regulatory Compliance Knowledge
Media Trend Analysis
Content Adaptation
Cross-Platform Content Strategy
Media Law Knowledge
Ethical Judgment
Policy Compliance
Newswriting
Headline Writing
Journalistic Ethics
Broadcast Production Planning
News Story Selection and Evaluation
Multimedia Content Integration
Coaching and Mentoring
Content Production Knowledge
Quality Control and Review
Technical Troubleshooting
Broadcast Production Knowledge
Problem-Solving
Content Planning and Coordination
Project Management
Content Evaluation
Broadcast Standards Compliance
Crisis Management
Broadcast Scheduling Knowledge
Content Prioritization
Workflow Design and Optimization
Content Delivery Strategy
Stakeholder Relationship Management
Negotiation Skills
Media Industry Knowledge

Human

Communication Skills
Attention to Detail
Time Management
Adaptability
Communication
Stress Management
Collaboration
Active Listening
Effective Communication
Interpersonal Skills
Creativity
Collaboration and Teamwork
Organizational Skills
Technological Awareness
Critical Thinking
Team Collaboration
Leadership
Empathy
Teamwork
Negotiation and Conflict Resolution
Problem Solving
Conflict Resolution

Technology

Content Management Systems (CMS)
Broadcast Editing Software
Fact-Checking Tools
Newsroom Editorial Software Proficiency
Non-linear Editing Systems
Broadcast Media Technology Understanding
Broadcast Content Management Systems
Digital Editing Tools
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Media File Management
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Broadcast Systems Knowledge
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Creative Director

Grade:: L6
Headcount:: 100
Band:: $180,000

Work Intelligence™

Your organization is now equipped with Work Intelligence™— a live layer of data that quantifies opportunity across roles, tasks, and teams

Metric	What It Tells You
AI Potential Index (AIPI)	23.83% of total work is ready for automation
Annual Salary Exposure	$18,000,000 across analyzed roles
Total Potential Savings	$4,289,472 unlocked by automating tasks
Operational Efficiency Index (OEI)	24.95% potential impact on overall operational efficiency
Velocity of Output (VOI)	21.30% increase in delivery speed
Capacity Increase from Task Consolidation (CITC)	8.80% efficiency gains from reducing task overlap and streamlining duplicated tasks
Time to Benefit Realization (TBR)	6.8 months until Benefits visible after initial deployment

Tasks

Execute design, motion graphics, and video editing work hands-on to produce high-quality marketing content.	45%	0.00%	$0

Take Action

Out-of-the-Box
Copilot Visual Creator	Prompt: please generate and refine visuals and motion graphic concepts based on my creative brief to accelerate video content production.
Copilot Writing Coach	Prompt: please help improve scripts or captions for video content to ensure clear and engaging messaging.
Facilitator Agent (Teams)	Prompt: please capture action items and decisions during content production meetings to keep editing workflows efficient and aligned.
Configured Workflow
Copilot Visual Creator	Generates initial visual concepts and motion graphic assets from natural language prompts to accelerate creative output.
Copilot Writing Coach	Enhances the clarity and structure of creative briefs and video scripts to align production goals.
Project Manager Agent (Planner)	Automates task assignment and scheduling for post-production workflows ensuring timely content delivery.
Copilot Agent
Conversational Design Step	Guide the user to specify the type of content, desired editing features, and quality goals to tailor AI-assisted editing workflows.
Tools/Data Integration Step	Integrate with Copilot Studio Custom Agents leveraging Microsoft 365 and connected media repositories for accessing source files and editing metadata.
AI Processing/Output Format Step	Automate cutting, color correction, motion tracking, and rendering via AI models to deliver refined video and graphic assets ready for review.

Skills

General
Human
Technology

Graphic Design
Motion Graphics Design
Video Editing
Creativity and Innovation
Attention to Detail
Time Management
Design Software Proficiency
Video Editing Software Expertise
Animation and Visual Effects Tools

Conceptualize and storyboard marketing content for multiple formats, including social, digital, paid media, trailers, and experiential marketing.	30%	0.53%	$29K

Take Action

Out-of-the-Box
Copilot Idea Coach	Prompt: please generate and cluster creative ideas for storyboards and visual concepts aligned with campaign themes.
Copilot Visual Creator	Prompt: please create initial storyboard visuals or concept frames from my descriptions to support early creative discussions.
Copilot Writing Coach	Prompt: please draft outlines and summaries for storyboards and content flows to communicate concepts clearly with stakeholders.
Configured Workflow
Copilot Idea Coach	Facilitates structured brainstorming and generates early creative concepts and storyboards based on input criteria.
Copilot Visual Creator	Transforms storyboard ideas into visual frames and diagrams to accelerate concept visualization.
Facilitator Agent (Teams)	Captures meeting notes and action items during storyboard reviews to streamline collaborative feedback.
Copilot Agent
Conversational Design Step	Use a dialog to gather campaign objectives, target audience, format preferences, and creative constraints for storyboard ideation.
Tools/Data Integration Step	Connect Copilot Studio to internal marketing briefs, prior campaign assets, and trusted content repositories for reference materials.
AI Processing/Output Format Step	Generate and organize visual concept clusters and initial storyboard frames using generative AI to accelerate early creative development.

Skills

General
Human
Technology

Creative Thinking
Storyboard Development
Multimedia Marketing Knowledge
Visual Communication
Collaboration
Leadership
Digital Content Management Systems
Storyboarding Software Proficiency
Social Media Platforms Understanding

Refine and elevate creative deliverables to maintain brand consistency and high quality across all campaign outputs.	40%	0.53%	$38K

Take Action

Out-of-the-Box
Copilot Writing Coach	Prompt: please review and enhance copy across deliverables to ensure consistent brand tone and messaging.
Copilot Visual Creator	Prompt: please generate and adjust visuals to meet brand style guidelines and maintain quality standards.
Knowledge Agent (SharePoint)	Prompt: please retrieve brand guidelines and previous campaign materials to ensure all outputs align with brand standards.
Configured Workflow
Knowledge Agent (SharePoint)	Provides AI-powered access to brand guidelines and past assets to ensure consistency in creative work.
Copilot Writing Coach	Improves language, tone, and style in marketing copy to align with brand voice.
Copilot Visual Creator	Assists in fine-tuning and editing visuals to meet brand quality standards.
Copilot Agent
Conversational Design Step	Prompt users to upload creative assets and specify brand standards or style guides to check for compliance and quality alignment.
Tools/Data Integration Step	Access brand asset libraries and compliance documentation secured on SharePoint and Microsoft Fabric integrated via Copilot Studio.
AI Processing/Output Format Step	Analyze visual and textual elements with AI to flag inconsistencies, suggest improvements, and generate compliance reports.

Skills

General
Human
Technology

Brand Management
Creative Direction
Attention to Detail
Communication
Leadership
Collaboration
Digital Asset Management
Creative Software Proficiency
Campaign Management Systems

Collaborate cross-functionally with marketing, user acquisition, and production teams to develop and execute integrated campaigns.	20%	1.58%	$57K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: please generate meeting notes, decisions, and action items from cross-functional meetings to keep campaigns on track.
Project Manager Agent (Planner)	Prompt: please create and update integrated campaign task plans with assigned owners and deadlines from meeting outcomes.
Community Agent (Viva Engage)	Prompt: please curate and share key campaign knowledge and discussions within marketing communities to enhance collaboration.
Configured Workflow
Facilitator Agent (Teams)	Generates real-time meeting summaries, action items, and decisions to improve meeting productivity.
Project Manager Agent (Planner)	Creates and updates integrated campaign plans with task assignments and timelines based on cross-functional input.
Community Agent (Viva Engage)	Enhances ongoing communication by curating knowledge and nudging collaboration within marketing communities.
Copilot Agent
Conversational Design Step	Facilitate conversation to capture meeting agenda, key stakeholders, goals, and collaboration preferences for campaign coordination.
Tools/Data Integration Step	Integrate with Teams, Planner, and Slack collaboration tools enriched by Meeting Facilitator Agent and Project Manager Agent for workflow tracking.
AI Processing/Output Format Step	Summarize meeting notes, generate action items, and update project plans automatically to keep all teams aligned and informed.

Skills

General
Human
Technology

Campaign Strategy Development
Project Management
Marketing Analytics
Cross-Functional Communication
Team Collaboration
Leadership
Digital Marketing Platforms
Collaboration Tools
Marketing Automation Systems

Manage multiple creative projects simultaneously, ensuring delivery on time and within scope without compromising quality.	35%	5.26%	$331K

Take Action

Out-of-the-Box
Project Manager Agent (Planner)	Prompt: please generate prioritized project schedules, assign tasks, and update timelines based on project status inputs.
Copilot Analyst Agent	Prompt: please analyze project data to highlight potential risks and resource bottlenecks impacting delivery deadlines.
Facilitator Agent (Teams)	Prompt: please summarize project status meetings and extract key risks or decisions to inform management oversight.
Configured Workflow
Project Manager Agent (Planner)	Automates creation and adjustment of project plans with dependencies and resource allocation for multiple initiatives.
Copilot Analyst Agent	Analyzes project data and performance metrics to identify potential risks and bottlenecks.
Facilitator Agent (Teams)	Summarizes status update meetings and tracks action items across projects to maintain alignment.
Copilot Agent
Conversational Design Step	Collect project parameters such as deadlines, team availability, priorities, and expected deliverables via guided interaction.
Tools/Data Integration Step	Connect to Project Manager Agent within Microsoft Planner and other project tracking systems for real-time task and resource data.
AI Processing/Output Format Step	Use AI to automate schedule optimization, risk detection, and generate alerts or recommendations for timely project completion.

Skills

General
Human
Technology

Project Management
Time Management
Quality Assurance
Leadership
Communication
Multitasking
Project Management Software Proficiency
Collaboration Tools

Lead and mentor multidisciplinary creative teams, ensuring growth, skill development, and collaboration excellence.	10%	5.26%	$95K

Take Action

Out-of-the-Box
Copilot Learning Coach	Prompt: please recommend personalized learning paths and courses tailored to team membersâ€™ development goals and skills gaps.
Viva Learning Copilot	Prompt: please curate relevant internal and external learning content collections to support ongoing team skill enhancement.
Community Agent (Viva Engage)	Prompt: please facilitate knowledge sharing and Q&A posts in team communities to foster collaborative learning.
Configured Workflow
Copilot Learning Coach	Recommends personalized learning paths and tracks skill development progress for creative team members.
Viva Learning Copilot	Curates relevant internal and external training content aligned with team development goals.
Facilitator Agent (Teams)	Captures feedback and session outcomes from mentoring meetings to support continuous improvement.
Copilot Agent
Conversational Design Step	Engage leaders to articulate team skills gaps, development goals, and mentoring preferences in a structured dialogue.
Tools/Data Integration Step	Integrate with Viva Learning Copilot and LinkedIn Learning content libraries to curate personalized learning paths.
AI Processing/Output Format Step	Analyze team competency data and recommend tailored training plans and coaching actions to support continuous growth.

Skills

General
Human
Technology

Creative Leadership
Team Development
Collaboration Management
Emotional Intelligence
Communication
Mentorship
Conflict Resolution
Project Management Tools
Creative Software Platforms
Collaboration Technologies

Develop bold, innovative creative strategies that align with overarching business objectives and campaign goals.	15%	13.16%	$355K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: please summarize market trends, consumer insights, and competitive analysis to inform creative strategy ideation.
Copilot Idea Coach	Prompt: please generate and refine innovative campaign concepts based on strategic priorities and emerging trends.
Copilot Analyst Agent	Prompt: please produce visual reports and narratives illustrating strategic opportunity areas and campaign impact projections.
Configured Workflow
Copilot Researcher Agent	Conducts research and summarizes market trends and competitor activities to inform strategic ideation.
Copilot Idea Coach	Generates and refines innovative strategy concepts based on data-driven insights.
Copilot Analyst Agent	Provides analytics and visual reports to validate and support strategic creative decisions.
Copilot Agent
Conversational Design Step	Facilitate ideation sessions gathering market context, business KPIs, and vision statements to inform strategy development.
Tools/Data Integration Step	Leverage Copilot Researcher Agent connected to enterprise market data sources and external trend analysis platforms for insights.
AI Processing/Output Format Step	Synthesize market intelligence into actionable strategic recommendations and draft innovation frameworks aligned with goals.

Skills

General
Human
Technology

Creative Strategy Development
Market Research and Consumer Insight
Brand Positioning
Leadership
Collaboration
Critical Thinking
Project Management
Data Analytics Tools
Digital Marketing Platforms

Represent the creative vision and advocate for impactful storytelling in senior leadership or high-level stakeholder meetings.	5%	13.16%	$118K

Take Action

Out-of-the-Box
Copilot Visual Creator	Prompt: please generate compelling presentation visuals and storyboards that illustrate the creative vision for leadership audiences.
Copilot Writing Coach	Prompt: please help draft clear and persuasive narratives to communicate storytelling goals tailored to executive stakeholders.
Facilitator Agent (Teams)	Prompt: please prepare meeting summaries and capture feedback during senior leadership presentations for continuous improvement.
Configured Workflow
Copilot Writing Coach	Enhances presentation narratives and supporting documents for clarity and persuasion.
Copilot Visual Creator	Creates visually compelling presentation decks that convey the creative vision effectively.
Facilitator Agent (Teams)	Generates meeting summaries and action points capturing stakeholder feedback to inform follow-up.
Copilot Agent
Conversational Design Step	Collect key messages, audience profiles, and desired presentation tone to tailor storytelling content and visuals.
Tools/Data Integration Step	Use Viva Engage Copilot and Copilot Visual Creator integrated with PowerPoint AI for narrative and visual asset creation.
AI Processing/Output Format Step	Generate polished presentation drafts, narrative summaries, and calls-to-action to enhance impact and clarity.

Skills

General
Human
Technology

Creative Vision Communication
Strategic Storytelling
Brand Insight and Management
Influence and Persuasion
Leadership
Emotional Intelligence
Presentation Skills
Collaboration Tools
Visual Communication Software

Push the boundaries of storytelling, motion, and design by integrating emerging trends and technologies.	25%	5.26%	$237K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: please research latest creative technology trends and emerging storytelling methods, summarizing key insights with sources.
Copilot Idea Coach	Prompt: please propose experimental ideas and integrations using new tools and creative techniques to inspire innovation.
Copilot Visual Creator	Prompt: please create sample visuals or motion concepts using emerging AI-powered design capabilities for exploration.
Configured Workflow
Copilot Researcher Agent	Scans industry reports and technological advances to surface emerging creative trends and tools.
Copilot Idea Coach	Facilitates ideation sessions incorporating cutting-edge concepts and experimental techniques.
Copilot Visual Creator	Develops prototype visuals and storyboards that illustrate innovative storytelling approaches.
Copilot Agent
Conversational Design Step	Engage user in specifying areas of interest and innovation priorities to discover emerging trends and creative techniques.
Tools/Data Integration Step	Integrate Copilot Researcher Agent with curated technology trend feeds and internal innovation repositories.
AI Processing/Output Format Step	Scan and summarize novel technologies and creative methods with recommendations on adoption potential and next steps.

Skills

General
Human
Technology

Creative Storytelling
Visual Design and Motion Graphics
Trend Analysis
Leadership
Collaborative Communication
Adaptability
Multimedia Production Tools
Emerging Technology Integration
Digital Media Platforms

Ensure efficiency throughout the creative process to keep projects on time and within budget without compromising quality.	40%	5.26%	$379K

Take Action

Out-of-the-Box
Project Manager Agent (Planner)	Prompt: please generate and maintain optimized project plans with timeline, budget tracking, and resource allocations.
Copilot Analyst Agent	Prompt: please analyze project performance data to identify bottlenecks and suggest efficiency improvements.
Facilitator Agent (Teams)	Prompt: please document meeting decisions and actionable follow-ups aimed at keeping projects on schedule and budget.
Configured Workflow
Project Manager Agent (Planner)	Automates scheduling, resource tracking, and task prioritization to maintain timeline adherence.
Copilot Analyst Agent	Analyzes budget and resource utilization data to detect and flag potential overruns.
Facilitator Agent (Teams)	Captures meeting discussions and decision points related to process improvements and risk mitigation.
Copilot Agent
Conversational Design Step	Prompt users to input project status, budget constraints, and workflow bottlenecks for efficiency analysis.
Tools/Data Integration Step	Integrate with Project Manager Agent, financial tracking systems, and workflow tools like Monday.com via Copilot Studio.
AI Processing/Output Format Step	Provide automated budget variance analysis, timeline optimizations, and risk alerts to maximize process efficiency.

Skills

General
Human
Technology

Project Management
Budget Management
Creative Process Optimization
Leadership
Communication
Problem Solving
Workflow Management Software
Budgeting Tools and Software
Creative Collaboration Platforms

Refine creative work by maintaining consistency across all brand assets and campaign materials.	38%	0.53%	$36K

Take Action

Out-of-the-Box
Knowledge Agent (SharePoint)	Prompt: please surface latest brand guidelines and precedent materials to ensure asset consistency and compliance.
Copilot Visual Creator	Prompt: please generate and adjust visual components following brand standards to maintain uniformity across campaigns.
Copilot Writing Coach	Prompt: please edit copy across assets to guarantee consistent tone and messaging aligned to brand voice.
Configured Workflow
Knowledge Agent (SharePoint)	Ensures creatives have access to the latest branded content and asset libraries for consistency.
Copilot Visual Creator	Checks and suggests edits for visuals to align with brand guidelines automatically.
Copilot Writing Coach	Refines copy across materials to maintain consistent tone and messaging.
Copilot Agent
Conversational Design Step	Request upload or link to assets, then ask about brand standards or recent guideline updates for consistency validation.
Tools/Data Integration Step	Access brand asset management systems and version control repositories connected via Knowledge Agent and Copilot Studio.
AI Processing/Output Format Step	Automatically tag assets, enforce version control, and generate consistency compliance reports for user review.

Skills

General
Human
Technology

Brand Management
Creative Direction
Attention to Detail
Communication Skills
Collaboration
Critical Thinking
Graphic Design Software Proficiency
Digital Asset Management Tools
Content Management Systems

Conduct thorough quality control checks on final creative assets before campaign deployment.	50%	0.53%	$48K

Take Action

Out-of-the-Box
Copilot Visual Creator	Prompt: please review visual assets for errors, consistency, and alignment with creative briefs before finalization.
Copilot Writing Coach	Prompt: please proofread and refine all text elements in final assets to ensure clarity and correctness before launch.
Facilitator Agent (Teams)	Prompt: please capture final feedback and approval notes during quality review meetings to document sign-offs.
Configured Workflow
Copilot Visual Creator	Automatically inspects visual assets for errors, inconsistencies, and builds proofs for review.
Copilot Writing Coach	Evaluates and edits written content for grammar, tone, and compliance before final release.
Project Manager Agent (Planner)	Schedules and assigns QC review tasks ensuring accountability and timely completion.
Copilot Agent
Conversational Design Step	Guide users through checklist input for quality criteria and acceptance thresholds to frame the QC process.
Tools/Data Integration Step	Integrate with asset repositories and AI-enhanced editing tools to pull the latest files for automated review.
AI Processing/Output Format Step	Perform AI-powered error detection, compliance verification, and provide actionable recommendations with evidence links.

Skills

General
Human
Technology

Attention to Detail
Creative Asset Evaluation
Quality Assurance Processes
Communication Skills
Problem-Solving
Time Management
Digital Asset Management (DAM) Systems
Design Software Familiarity
Campaign Management Platforms

Use advanced tools such as Adobe Creative Suite to craft visually compelling graphics and video content.	40%	0.00%	$0

Take Action

Out-of-the-Box
Copilot Visual Creator	Prompt: please automate common design tasks like background removal, layering, and effect application for faster content creation.
Copilot Writing Coach	Prompt: please assist in writing compelling narratives and captions that complement visual content created in Adobe Suite.
Facilitator Agent (Teams)	Prompt: please document creative feedback and revision requests from collaborative reviews to streamline iteration.
Configured Workflow
Copilot Visual Creator	Generates images, effects, and creative elements from prompts to accelerate content creation.
Copilot Writing Coach	Develops accompanying scripts, taglines, and detailed creative briefs for visual outputs.
Project Manager Agent (Planner)	Manages production timelines and milestone tracking for complex creative assets.
Copilot Agent
Conversational Design Step	Prompt users for creative brief specifics including visual style, formats, and key effects to automate within content creation apps.
Tools/Data Integration Step	Use Copilot Studio Custom Agents integrated with Adobe Sensei APIs and Microsoft 365 media assets for content manipulation.
AI Processing/Output Format Step	Automate repetitive tasks like background removal, effects application, and draft visual compositions for user refinement.

Skills

General
Human
Technology

Graphic Design
Video Editing
Creative Concept Development
Attention to Detail
Time Management
Collaboration
Adobe Creative Suite Proficiency
Digital Asset Management Systems
Multimedia Production Tools

Conduct ongoing market and industry research to inform creative direction and campaign innovation.	55%	5.26%	$521K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: please perform continuous market and social trend research and summarize findings relevant to creative campaigns.
Copilot Analyst Agent	Prompt: please generate reports that analyze consumer sentiment and competitor campaign effectiveness with actionable insights.
Knowledge Agent (SharePoint)	Prompt: please curate and surface key historical research and insights from internal knowledge hubs to support current innovation.
Configured Workflow
Copilot Researcher Agent	Aggregates and summarizes data from multiple internal and external sources on market trends and competitor activity.
Copilot Analyst Agent	Analyzes consumer insights and campaign performance data to discover actionable creative opportunities.
Copilot Idea Coach	Supports ideation by suggesting creative concepts aligned with emerging market data.
Copilot Agent
Conversational Design Step	Engage the user to define research focus areas, competitor sets, and trend types to tailor AI research queries.
Tools/Data Integration Step	Connect Copilot Researcher Agent to internal analytics, social listening tools, and external market data providers.
AI Processing/Output Format Step	Summarize key insights, emerging trends, and competitor strategies into actionable briefs for creative teams.

Skills

General
Human
Technology

Market Research
Industry Analysis
Trend Identification
Critical Thinking
Communication
Curiosity and Adaptability
Data Analysis Tools
Competitive Intelligence Platforms
Digital Research Methodologies

Foster strong communication and collaboration across cross-functional teams to align creative outputs with strategic marketing objectives.	20%	1.58%	$57K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: please capture and summarize discussion points and collaboration decisions in cross-team meetings and workshops.
Community Agent (Viva Engage)	Prompt: please encourage and curate knowledge sharing, discussion, and resource exchange within creative and marketing communities.
Project Manager Agent (Planner)	Prompt: please track tasks and dependencies to ensure marketing and creative team alignment on shared campaign objectives.
Configured Workflow
Facilitator Agent (Teams)	Captures and summarizes inter-team meeting notes and decisions to increase transparency and alignment.
Community Agent (Viva Engage)	Boosts engagement by curating relevant conversations, answering FAQs, and highlighting key information for teams.
Project Manager Agent (Planner)	Tracks and communicates progress on shared campaign milestones and deliverables.
Copilot Agent
Conversational Design Step	Structure dialogs to capture team updates, collaboration challenges, and information sharing needs during meetings.
Tools/Data Integration Step	Integrate Teams, Slack, and Asana with Facilitator Agent and Project Manager Agent to aggregate meeting insights and action items.
AI Processing/Output Format Step	Automatically produce summarized meeting notes, track commitments, and distribute knowledge highlights to all stakeholders.

Skills

General
Human
Technology

Strategic Marketing Knowledge
Creative Campaign Development
Project Management
Communication Skills
Collaboration
Leadership
Interpersonal Skills
Collaboration Platforms
Marketing Analytics Tools
Project Management Software

Advocate for creative resources and technology needs to senior leadership to enable innovative production capabilities.	10%	13.16%	$237K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: please analyze and generate reports on resource utilization, productivity metrics, and ROI for technology investments.
Copilot Researcher Agent	Prompt: please gather competitive benchmarking data on creative technologies to support business cases for investment.
Copilot Writing Coach	Prompt: please draft persuasive resource advocacy presentations and executive summaries tailored for senior leadership.
Configured Workflow
Copilot Analyst Agent	Analyzes team productivity metrics and resource usage data to generate evidence-based recommendations.
Copilot Researcher Agent	Synthesizes industry benchmarks and technology trend reports to support resource proposals.
Copilot Writing Coach	Drafts persuasive presentations and documents tailored for senior leadership communication.
Copilot Agent
Conversational Design Step	Guide leaders to input current resource gaps, technology usage metrics, and desired innovations for analysis.
Tools/Data Integration Step	Integrate with Power BI and Tableau data platforms to gather performance and ROI analytics on creative resources.
AI Processing/Output Format Step	Generate data-driven presentations and visual reports supporting resource proposals with clear financial and productivity justification.

Skills

General
Human
Technology

Strategic Resource Planning
Budgeting and Financial Acumen
Creative Industry Knowledge
Persuasive Communication
Leadership and Influence
Stakeholder Management
Marketing Technology Platforms Understanding
Project Management Tools
Data Analysis and Reporting Systems

Mentor junior creative team members, providing hands-on training to build technical and creative skills.	15%	5.26%	$142K

Take Action

Out-of-the-Box
Copilot Learning Coach	Prompt: please recommend tailored learning paths and training materials based on junior team membersâ€™ current skills and goals.
Viva Learning Copilot	Prompt: please assemble and share role-specific courses and tutorials to facilitate structured skill development sessions.
Community Agent (Viva Engage)	Prompt: please enable peer knowledge exchange and Q&A to support ongoing mentoring beyond formal training.
Configured Workflow
Copilot Learning Coach	Recommends tailored learning resources and tracks training progress for junior team members.
Viva Learning Copilot	Constructs curated learning paths combining internal and external content to support skill development.
Facilitator Agent (Teams)	Documents mentoring session insights and action items to inform personalized coaching plans.
Copilot Agent
Conversational Design Step	Collect mentee skill levels, learning preferences, and development goals through interactive prompts.
Tools/Data Integration Step	Leverage Viva Learning Copilot and curated content from LinkedIn Learning and MentorcliQ for personalized learning pathways.
AI Processing/Output Format Step	Deliver adaptive coaching plans, recommend skill-building activities, and monitor progress with automated feedback loops.

Skills

General
Human
Technology

Creative Development
Coaching and Training
Campaign Strategy Knowledge
Communication
Empathy
Leadership
Collaboration
Creative Software Proficiency
Project Management Tools

Develop and maintain documentation of creative processes, brand guidelines, and campaign assets to ensure consistency and scalability.	60%	5.26%	$568K

Take Action

Out-of-the-Box
Knowledge Agent (SharePoint)	Prompt: please organize, update, and enrich company-wide documentation repositories to keep brand and campaign assets current and accessible.
Copilot Writing Coach	Prompt: please assist in drafting and editing clear procedural documents and brand guidelines for distribution.
Facilitator Agent (Teams)	Prompt: please capture and track document review feedback and approvals during creative process governance meetings.
Configured Workflow
Knowledge Agent (SharePoint)	Organizes and enriches documentation repositories for easy discoverability and AI consumption.
Copilot Writing Coach	Automates updating and enhancement of documentation language to ensure clarity and standardization.
Project Manager Agent (Planner)	Schedules regular reviews and distribution of updated brand and process guidelines.
Copilot Agent
Conversational Design Step	Guide users to specify documentation scope, update frequency, and distribution needs to automate content lifecycle.
Tools/Data Integration Step	Integrate with enterprise content management systems like SharePoint, Notion AI, and Document360 via Knowledge Agent.
AI Processing/Output Format Step	Automatically generate, update, and disseminate documentation summaries and asset inventories supporting brand consistency.

Skills

General
Human
Technology

Documentation and Technical Writing
Brand Management
Campaign Development
Attention to Detail
Communication Skills
Organizational Skills
Content Management Systems (CMS)
Digital Asset Management (DAM) Tools
Project Management Software

Identify potential risks in creative production such as timeline delays or quality issues and implement mitigation strategies.	35%	5.26%	$331K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: please analyze project data to detect emerging risks and provide predictive insights on timeline or quality threats.
Project Manager Agent (Planner)	Prompt: please update risk registers and propose adjusted plans and resource reallocations to mitigate identified risks.
Facilitator Agent (Teams)	Prompt: please document risk discussion points and assigned actions from team meetings for timely follow-up.
Configured Workflow
Copilot Analyst Agent	Monitors project data to detect risk signals related to delivery and quality, alerting users proactively.
Project Manager Agent (Planner)	Adjusts project plans dynamically to mitigate identified risks and reallocates resources as needed.
Facilitator Agent (Teams)	Documents risk mitigation discussions and tracks resolution actions across teams.
Copilot Agent
Conversational Design Step	Prompt project managers to input current project risks, resource constraints, and quality indicators for risk evaluation.
Tools/Data Integration Step	Connect Wrike, Smartsheet, and Planview project management platforms through Project Manager Agent for data ingestion.
AI Processing/Output Format Step	Apply AI-driven risk analytics to identify bottlenecks, forecast delays, and produce mitigation plans with prioritized actions.

Skills

General
Human
Technology

Risk Management
Project Management
Quality Assurance
Problem-Solving
Communication
Leadership
Project Management Software
Collaboration Platforms
Data Analysis Tools

Oversee the integration of new technologies like Unreal Engine and Unity for advanced motion capture and in-game creative work.	30%	13.16%	$711K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: please research emerging features and best practices in Unreal Engine and Unity relevant to creative production needs.
Copilot Idea Coach	Prompt: please generate creative use cases and experimental concepts that leverage advanced motion capture technologies.
Facilitator Agent (Teams)	Prompt: please capture project status, integration challenges, and technical learnings during team briefings on technology adoption.
Configured Workflow
Copilot Researcher Agent	Surveys emerging technology advancements and compiles integration best practices and use cases.
Copilot Idea Coach	Supports ideation on how to leverage new tech creatively in storytelling and motion design.
Copilot Visual Creator	Assists in generating preliminary visual assets or environment concepts integrating new technology outputs.
Copilot Agent
Conversational Design Step	Engage users to specify technology adoption goals, current capabilities, and content requirements related to advanced creative tools.
Tools/Data Integration Step	Integrate Azure AI Foundry and Azure AI Agent Service with Unreal Engine and Unity ML-Agents APIs for environment and workflow automation.
AI Processing/Output Format Step	Automate environment generation, motion capture preprocessing, and integration workflows to streamline advanced creative production.

Skills

General
Human
Technology

Technical Project Management
Digital Media Production Knowledge
Creative Campaign Strategy
Leadership
Change Management
Collaboration
Unreal Engine Proficiency
Unity Engine Proficiency
Motion Capture Technology

Skills

General

Graphic Design
Motion Graphics Design
Video Editing
Creative Thinking
Storyboard Development
Multimedia Marketing Knowledge
Brand Management
Creative Direction
Campaign Strategy Development
Project Management
Marketing Analytics
Quality Assurance
Creative Leadership
Team Development
Collaboration Management
Creative Strategy Development
Market Research and Consumer Insight
Brand Positioning
Creative Vision Communication
Strategic Storytelling
Brand Insight and Management
Creative Storytelling
Visual Design and Motion Graphics
Trend Analysis
Budget Management
Creative Process Optimization
Creative Asset Evaluation
Quality Assurance Processes
Creative Concept Development
Market Research
Industry Analysis
Trend Identification
Strategic Marketing Knowledge
Creative Campaign Development
Strategic Resource Planning
Budgeting and Financial Acumen
Creative Industry Knowledge
Creative Development
Coaching and Training
Campaign Strategy Knowledge
Documentation and Technical Writing
Campaign Development
Risk Management
Technical Project Management
Digital Media Production Knowledge
Creative Campaign Strategy

Human

Creativity and Innovation
Attention to Detail
Time Management
Visual Communication
Collaboration
Leadership
Communication
Cross-Functional Communication
Team Collaboration
Multitasking
Emotional Intelligence
Mentorship
Conflict Resolution
Critical Thinking
Influence and Persuasion
Presentation Skills
Collaborative Communication
Adaptability
Problem Solving
Communication Skills
Problem-Solving
Curiosity and Adaptability
Interpersonal Skills
Persuasive Communication
Leadership and Influence
Stakeholder Management
Empathy
Organizational Skills
Change Management

Technology

Design Software Proficiency
Video Editing Software Expertise
Animation and Visual Effects Tools
Digital Content Management Systems
Storyboarding Software Proficiency
Social Media Platforms Understanding
Digital Asset Management
Creative Software Proficiency
Campaign Management Systems
Digital Marketing Platforms
Collaboration Tools
Marketing Automation Systems
Project Management Software Proficiency
Project Management Tools
Creative Software Platforms
Collaboration Technologies
Data Analytics Tools
Visual Communication Software
Multimedia Production Tools
Emerging Technology Integration
Digital Media Platforms
Workflow Management Software
Budgeting Tools and Software
Creative Collaboration Platforms
Graphic Design Software Proficiency
Digital Asset Management Tools
Content Management Systems
Digital Asset Management (DAM) Systems
Design Software Familiarity
Campaign Management Platforms
Adobe Creative Suite Proficiency
Digital Asset Management Systems
Data Analysis Tools
Competitive Intelligence Platforms
Digital Research Methodologies
Collaboration Platforms
Marketing Analytics Tools
Project Management Software
Marketing Technology Platforms Understanding
Data Analysis and Reporting Systems
Content Management Systems (CMS)
Digital Asset Management (DAM) Tools
Unreal Engine Proficiency
Unity Engine Proficiency
Motion Capture Technology

Media Strategist and Buyer

Grade:: L5
Headcount:: 100
Band:: $120,000

Work Intelligence™

Your organization is now equipped with Work Intelligence™— a live layer of data that quantifies opportunity across roles, tasks, and teams

Metric	What It Tells You
AI Potential Index (AIPI)	40.88% of total work is ready for automation
Annual Salary Exposure	$12,000,000 across analyzed roles
Total Potential Savings	$4,905,840 unlocked by automating tasks
Operational Efficiency Index (OEI)	36.35% potential impact on overall operational efficiency
Velocity of Output (VOI)	21.40% increase in delivery speed
Capacity Increase from Task Consolidation (CITC)	10.60% efficiency gains from reducing task overlap and streamlining duplicated tasks
Time to Benefit Realization (TBR)	7.2 months until Benefits visible after initial deployment

Tasks

Design and implement an annual media plan targeting priority populations with equitable reach objectives	40%	5.38%	$258K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: analyze demographic and media data to generate insights on reach and recommend media allocations to optimize equitable targeting.
Copilot Researcher Agent	Prompt: research recent best practices and market trends for equitable media planning and summarize key guidelines for strategy development.
Copilot Visual Creator	Prompt: create visual concepts and presentation-ready storyboards illustrating the annual media plan and equitable reach metrics for stakeholder review.
Configured Workflow
Copilot Analyst Agent	Ingests and analyzes historical and demographic data to generate insights for equitable reach optimization.
Copilot Researcher Agent	Conducts market and audience research, summarizing best practices in equitable media planning.
Project Manager Agent (Planner)	Creates and manages a structured media plan with timelines and milestones based on data-driven objectives.
Copilot Agent
Conversational Design Step	Guide the user through setting target populations, equity goals, budget constraints, and preferred channels via an interactive dialogue.
Tools/Data Integration Step	Integrate data inputs from enterprise analytics platforms and demographic databases accessed through Microsoft Fabric and connected marketing platforms.
AI Processing/Output Format Step	Use AI to simulate media plan scenarios optimizing reach and equity metrics, then generate a detailed annual plan with recommendations.

Skills

General
Human
Technology

Media Planning
Audience Segmentation and Targeting
Performance Marketing Strategy
Equity and Inclusion Awareness
Data Analysis and Interpretation
Project Management
Communication Skills
Collaboration
Critical Thinking
Digital Advertising Platforms
Media Buying and Optimization Tools
Analytics and Reporting Tools

Develop and manage budgets aligned with paid media strategy in collaboration with clients and internal stakeholders	55%	5.38%	$355K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: generate budget forecasts and scenario analyses based on past spend and media strategy inputs to assist in financial planning discussions.
Project Manager Agent (Planner)	Prompt: create and update budget management plans with task assignments, dependencies, and deadlines for stakeholder collaboration.
Copilot Writing Coach	Prompt: draft clear budget proposals and financial summaries tailored for client and internal stakeholder communications.
Configured Workflow
Copilot Analyst Agent	Analyzes historical spend and performance data to generate budget forecasts and allocation recommendations.
Project Manager Agent (Planner)	Manages budgeting task lists and deadlines, coordinating budget reviews with stakeholders.
Copilot Writing Coach	Assists in drafting clear and professional budget communication and update reports for internal and client stakeholders.
Copilot Agent
Conversational Design Step	Request budget parameters, stakeholder inputs, and real-time adjustments through an iterative question and confirmation workflow.
Tools/Data Integration Step	Connect to financial planning and budgeting systems and collaborative platforms for real-time data sharing and spend tracking.
AI Processing/Output Format Step	Automate budget forecasting, allocate funds based on performance data, and generate dynamic reports with variance analysis and optimization alerts.

Skills

General
Human
Technology

Budget Management
Financial Forecasting
Media Strategy Alignment
Stakeholder Collaboration
Communication Skills
Negotiation
Spreadsheet and Data Analysis
Budgeting and Financial Software
Project Management Tools

Execute media buys mixing traditional, digital, programmatic, and community-based platforms optimized for cultural targeting	70%	1.61%	$135K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: analyze historical media buy performance and channel data to recommend optimal budget allocation and bidding strategies across platforms.
Copilot Researcher Agent	Prompt: research emerging programmatic platforms and cultural audience insights to inform media buying decisions.
Copilot Writing Coach	Prompt: prepare professional buy order documents and briefing notes for media vendors ensuring culturally relevant messaging.
Configured Workflow
Copilot Analyst Agent	Analyzes audience data and past campaign effectiveness to optimize channel mix and bidding strategies.
Copilot Researcher Agent	Performs research on platform-specific best practices for cultural targeting and programmatic buying.
Project Manager Agent (Planner)	Schedules and coordinates execution timelines and media buy approvals across channels.
Copilot Agent
Conversational Design Step	Engage the user to specify campaign objectives, target cultural segments, desired channels, and bidding preferences interactively.
Tools/Data Integration Step	Integrate with programmatic buying APIs and audience data platforms via Copilot Studio agents to access and execute media buys.
AI Processing/Output Format Step	Leverage AI to optimize bidding strategies and audience delivery, generating purchase orders and scheduling placements automatically.

Skills

General
Human
Technology

Media Buying Strategy
Audience Segmentation & Cultural Targeting
Campaign Optimization
Cross-Channel Media Integration
Data Analysis
Communication Skills
Negotiation
Attention to Detail
Media Buying Platforms
Traditional Media Buying Tools
Campaign Management Software
Analytics & Reporting Tools

Negotiate and secure vendor contracts and oversee placement scheduling to maximize cost efficiency and impact	30%	5.38%	$194K

Take Action

Out-of-the-Box
Copilot Writing Coach	Prompt: draft and refine contract terms communications and negotiation briefs to support vendor discussions.
Project Manager Agent (Planner)	Prompt: create scheduling plans and track milestones for placement deadlines and contract renewals.
Copilot Analyst Agent	Prompt: review previous contract performance data to highlight areas for cost efficiencies in upcoming negotiations.
Configured Workflow
Copilot Researcher Agent	Summarizes vendor contracts and common negotiation terms to support preparation for discussions.
Copilot Writing Coach	Drafts negotiation communication emails and scheduling correspondence with vendors.
Project Manager Agent (Planner)	Tracks contract milestones and placement schedules to optimize timing and cost efficiencies.
Copilot Agent
Conversational Design Step	Collect contract terms, vendor details, scheduling preferences, and negotiation goals through structured dialogue with the user.
Tools/Data Integration Step	Connect to contract management and scheduling systems to retrieve historical contract data and calendar availability.
AI Processing/Output Format Step	Analyze contract terms to suggest cost-saving opportunities and generate optimized placement schedules for user review.

Skills

General
Human
Technology

Contract Negotiation
Media Buying and Placement Strategy
Budget Management
Communication
Relationship Management
Attention to Detail
Contract Management Systems
Media Planning and Buying Platforms
Data Analysis Tools

Track and analyze KPIs such as reach, frequency, and engagement to assess media performance	85%	5.38%	$549K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: ingest campaign data and generate dashboards highlighting trends, anomalies, and actionable media performance insights.
Facilitator Agent (Teams)	Prompt: during performance review meetings, summarize key KPI discussions and capture action items for campaign optimization.
Copilot Visual Creator	Prompt: create clear and engaging visual reports of KPI trends and campaign results for stakeholder presentations.
Configured Workflow
Copilot Analyst Agent	Automatically ingests multiple data streams and generates real-time KPI dashboards and alerts.
Facilitator Agent (Teams)	Generates meeting summaries and key decisions from performance review discussions to guide action.
Copilot Writing Coach	Creates concise reports and executive summaries explaining performance trends and recommendations.
Copilot Agent
Conversational Design Step	Prompt users to select KPIs, timeframes, and data granularity levels via natural language interaction or drop-down choices.
Tools/Data Integration Step	Integrate streaming data from enterprise dashboards, digital analytics platforms, and marketing data lakes connected through Microsoft Fabric.
AI Processing/Output Format Step	Use AI for real-time KPI computation, anomaly detection, trend analysis, and generate visual reports with narrative insights.

Skills

General
Human
Technology

Data Analysis
Performance Measurement
Media Analytics
Attention to Detail
Critical Thinking
Effective Communication
Data Visualization Tools
Analytics Platforms
Spreadsheet Software

Collaborate with Data Analyst to refine media buys using evaluation data including randomized controlled trials	50%	5.38%	$323K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: analyze evaluation datasets and highlight key findings to inform media buy adjustments.
Facilitator Agent (Teams)	Prompt: document collaboration meetings, capturing data insights and next steps with the analytics team.
Copilot Writing Coach	Prompt: draft summary briefs explaining evaluation results and recommended media buy refinements for internal review.
Configured Workflow
Copilot Analyst Agent	Helps review and interpret complex data sets including RCT outcomes to extract actionable insights.
Project Manager Agent (Planner)	Organizes collaboration tasks, deadlines, and communication between media strategy and data teams.
Copilot Writing Coach	Supports drafting of refined media buy recommendations and briefs based on data analytics.
Copilot Agent
Conversational Design Step	Design prompts to gather context on evaluation data, desired refinements, and collaboration checkpoints in a joint dialogue session.
Tools/Data Integration Step	Integrate with analytics platforms and reporting tools such as Power BI and Alteryx shared workspaces to access evaluation data.
AI Processing/Output Format Step	Apply AI-assisted interpretation of experiment results and generate actionable recommendations and media buy adjustment scenarios.

Skills

General
Human
Technology

Data Interpretation
Media Buying Strategy
Statistical Knowledge
Collaboration
Communication
Critical Thinking
Data Analytics Tools
Campaign Management Platforms
Experimental Design Methodologies

Work closely with Creative Director to align media placements with creative messaging and audience engagement goals	20%	5.38%	$129K

Take Action

Out-of-the-Box
Copilot Idea Coach	Prompt: facilitate brainstorming sessions generating ideas for media placements that align with creative messaging themes.
Copilot Writing Coach	Prompt: draft collaborative communication to creative teams summarizing alignment goals and engagement metrics.
Facilitator Agent (Teams)	Prompt: generate meeting notes and action items during creative alignment discussions to ensure clear outcomes.
Configured Workflow
Copilot Researcher Agent	Researches audience engagement metrics related to messaging to provide informed alignment suggestions.
Copilot Writing Coach	Drafts communication that effectively conveys media placement rationale aligned with creative goals.
Project Manager Agent (Planner)	Schedules collaborative sessions and tracks alignment milestones between media and creative teams.
Copilot Agent
Conversational Design Step	Engage users to review creative messaging goals and media placement plans through guided question prompts for alignment verification.
Tools/Data Integration Step	Access creative assets and audience engagement metrics stored in content management and analytics platforms integrated via Microsoft 365.
AI Processing/Output Format Step	Generate AI-driven analysis of message effectiveness against audience data and propose minor placement or messaging tweaks.

Skills

General
Human
Technology

Media Strategy Development
Audience Analysis
Marketing Campaign Coordination
Communication
Collaboration
Critical Thinking
Marketing Automation Platforms
Data Analytics Tools
Project Management Software

Prepare and deliver monthly reports on media performance including actionable recommendations for optimization	80%	1.61%	$155K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: aggregate monthly media data and generate actionable insights with trend explanations and optimization suggestions.
Copilot Writing Coach	Prompt: create polished report narratives tailored to executive and client audiences explaining media results and recommendations.
Copilot Visual Creator	Prompt: develop visual dashboards and presentation slides summarizing key performance indicators and next steps.
Configured Workflow
Copilot Analyst Agent	Automatically compiles and analyzes media performance data to generate up-to-date monthly reports.
Copilot Writing Coach	Transforms data insights into clear, client-ready narratives and actionable recommendations.
Project Manager Agent (Planner)	Manages report delivery schedules and coordinates feedback collection for continuous improvements.
Copilot Agent
Conversational Design Step	Request report scope, key metrics, audience, and delivery preferences through conversational input from the user.
Tools/Data Integration Step	Aggregate data from integrated enterprise data visualization and reporting platforms like Tableau and Salesforce Tableau CRM.
AI Processing/Output Format Step	Use natural language generation to create insightful, tailored report narratives with performance summaries and optimization recommendations.

Skills

General
Human
Technology

Data Analysis
Performance Marketing Knowledge
Report Writing
Critical Thinking
Effective Communication
Time Management
Spreadsheet Software Proficiency
Data Visualization Tools
Paid Media Platforms Analytics

Monitor emerging paid media channels and technologies to integrate innovative approaches into media strategies	30%	5.38%	$194K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: continuously scan and summarize emerging media channel trends, technologies, and market developments with citations.
Copilot Idea Coach	Prompt: generate and cluster innovative media strategy ideas based on new channel information and organizational goals.
Copilot Writing Coach	Prompt: draft briefing documents and innovation proposals communicating the potential impact of new paid media channels.
Configured Workflow
Copilot Researcher Agent	Performs ongoing research on new channels and technologies, summarizing trends and innovations with citations.
Copilot Idea Coach	Facilitates structured brainstorming to explore integration ideas based on emerging media insights.
Project Manager Agent (Planner)	Plans pilot projects and tracks progress for integrating new media channels into strategy.
Copilot Agent
Conversational Design Step	Prompt users to specify areas of interest or innovation goals and preferred update frequency through a guided conversation.
Tools/Data Integration Step	Connect to market intelligence and trend analysis data sources curated into knowledge hubs accessible via SharePoint and Viva Topics.
AI Processing/Output Format Step	Summarize and highlight relevant new channels and technologies with citations and impact predictions for review.

Skills

General
Human
Technology

Media Channel Research
Innovation Integration
Data Analysis and Interpretation
Critical Thinking
Adaptability
Communication Skills
Digital Advertising Platforms Knowledge
Marketing Technology (MarTech) Tools
Analytics and Reporting Software

Evaluate and ensure that all media placements comply with legal, ethical, and organizational standards	40%	5.38%	$258K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: research relevant legal and ethical guidelines for media placements and summarize compliance requirements.
Knowledge Agent (SharePoint)	Prompt: access and verify organizational policies and compliance documents related to paid media standards.
Copilot Writing Coach	Prompt: generate compliance checklists and flagging communications for placements requiring review before approval.
Configured Workflow
Copilot Researcher Agent	Summarizes relevant compliance policies and legal standards to guide placement evaluations.
Copilot Analyst Agent	Analyzes placement data to detect potential compliance or ethical risks using automated pattern recognition.
Copilot Writing Coach	Drafts official communications flagging issues and recommending corrective actions to stakeholders.
Copilot Agent
Conversational Design Step	Guide the user to input placement details and compliance criteria for AI pre-screening and flagging via conversational prompts.
Tools/Data Integration Step	Integrate with compliance monitoring systems and content verification tools accessible via APIs and data connectors.
AI Processing/Output Format Step	Automate compliance checks, flag non-compliance with rationales, and generate reports for legal team review.

Skills

General
Human
Technology

Regulatory Compliance Knowledge
Ethical Judgment
Attention to Detail
Critical Thinking
Communication Skills
Collaboration
Problem Solving
Compliance Monitoring Tools
Digital Advertising Platforms
Data Reporting and Analysis Tools

Analyze competitor paid media strategies to identify industry trends and competitive advantages	60%	5.38%	$387K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: compile and summarize competitor media strategy data and industry trends from external and internal sources.
Copilot Analyst Agent	Prompt: analyze and visualize competitor campaign KPIs and spend patterns to identify strategic insights and gaps.
Copilot Writing Coach	Prompt: draft competitive analysis reports with actionable recommendations for media strategy adjustments.
Configured Workflow
Copilot Researcher Agent	Performs competitive intelligence gathering and synthesizes competitor strategy insights with citations.
Copilot Analyst Agent	Combines external competitive data with internal performance to identify strategic opportunities.
Copilot Writing Coach	Creates advisory summaries and reports to communicate competitive insights clearly to internal teams.
Copilot Agent
Conversational Design Step	Interactively collect competitor profiles, timeframes, and desired insight categories through guided questioning.
Tools/Data Integration Step	Aggregate competitor data from market intelligence and competitive analysis platforms consolidated into enterprise knowledge stores.
AI Processing/Output Format Step	Apply AI to detect patterns, synthesize insights, and generate strategic advisory summaries highlighting competitive advantages.

Skills

General
Human
Technology

Competitive Analysis
Industry Trend Analysis
Data Interpretation
Critical Thinking
Attention to Detail
Effective Communication
Digital Analytics Tools
Paid Media Platforms Knowledge
Market Research Software

Develop and maintain strong relationships with external vendors and media partners to facilitate favorable terms and cooperation	15%	5.38%	$97K

Take Action

Out-of-the-Box
Viva Engage Copilot	Prompt: draft engaging partner communications and relationship-building messages tailored to vendor and media partners.
Copilot Writing Coach	Prompt: refine and optimize emails and messages to vendors to enhance clarity and professionalism.
Facilitator Agent (Teams)	Prompt: capture meeting notes and follow-up items from vendor collaboration calls to maintain engagement and track commitments.
Configured Workflow
Copilot Writing Coach	Assists in drafting personalized and professional communications to vendors and partners to nurture relationships.
Project Manager Agent (Planner)	Schedules regular follow-ups and tracks relationship management activities.
Community Agent (Viva Engage)	Supports engagement within vendor and partner communities by suggesting relevant resources and prompts.
Copilot Agent
Conversational Design Step	Prompt users to update vendor statuses, communication notes, and next steps via a conversational CRM interface.
Tools/Data Integration Step	Synchronize communications and relationship data by integrating CRM systems and collaboration tools like Microsoft Teams.
AI Processing/Output Format Step	Generate reminders, suggested conversation topics, and summary insights to assist in building and sustaining partnerships.

Skills

General
Human
Technology

Vendor Relationship Management
Negotiation
Contract Management
Effective Communication
Interpersonal Skills
Emotional Intelligence
CRM Software Proficiency
Digital Communication Tools
Data Analysis Tools

Set and communicate clear media campaign objectives aligned with organizational marketing goals to internal teams	10%	5.38%	$65K

Take Action

Out-of-the-Box
Copilot Writing Coach	Prompt: draft clear and aligned campaign objective statements and internal communications tailored to team roles.
Copilot Idea Coach	Prompt: help structure objective-setting brainstorming sessions and generate balanced campaign goal options.
Facilitator Agent (Teams)	Prompt: organize and summarize internal alignment meetings, including objectives discussions and feedback capture.
Configured Workflow
Copilot Researcher Agent	Researches organizational goals and marketing priorities to draft aligned media campaign objectives.
Copilot Writing Coach	Refines and adapts the campaign objectives messaging for clarity and impact across internal audiences.
Facilitator Agent (Teams)	Assists in meeting facilitation for objective alignment discussions, capturing key decisions and action points.
Copilot Agent
Conversational Design Step	Collect campaign goals, KPIs, and audience definitions through a structured dialogue to draft aligned objectives.
Tools/Data Integration Step	Access organizational goal repositories and previous campaign data housed in Microsoft Viva and SharePoint content hubs.
AI Processing/Output Format Step	Generate clear, data-aligned campaign objectives and draft communication briefs tailored for internal stakeholders.

Skills

General
Human
Technology

Campaign Objective Setting
Marketing Strategy Alignment
Internal Stakeholder Communication
Collaborative Teamwork
Data Interpretation & Insight Translation
Project Management Tools
Presentation Software Proficiency

Lead cross-functional meetings to coordinate media planning, creative input, and data analysis ensuring seamless campaign execution	15%	5.38%	$97K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: during meetings, automatically capture agendas, take real-time notes, track decisions, and assign follow-up tasks.
Copilot Writing Coach	Prompt: prepare meeting summaries and action-oriented emails to coordinate cross-functional team members post-meeting.
Copilot Analyst Agent	Prompt: provide quick data insights or answer queries during meetings to support informed decision-making.
Configured Workflow
Facilitator Agent (Teams)	Manages meeting agendas, generates real-time notes, and tracks action items for efficient coordination.
Project Manager Agent (Planner)	Links meeting outputs to campaign task plans and status updates to maintain alignment across teams.
Copilot Writing Coach	Drafts follow-up communications summarizing meeting insights and next steps.
Copilot Agent
Conversational Design Step	Schedule agenda items and solicit inputs from participants via conversational prompts prior to the meeting.
Tools/Data Integration Step	Integrate meeting facilitation tools like Microsoft Teams and Planner for agenda management and note capture.
AI Processing/Output Format Step	Generate real-time notes, action items, and decision summaries to ensure clarity and follow-up across teams.

Skills

General
Human
Technology

Project Management
Media Planning Expertise
Data Analysis and Interpretation
Effective Communication
Leadership
Facilitation Skills
Collaboration
Campaign Management Tools
Data Visualization Tools
Collaboration and Communication Platforms

Refine media strategies based on data-driven insights and experimental results to continuously improve campaign effectiveness	50%	5.38%	$323K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: analyze campaign data and experiment outcomes to model performance scenarios and optimize strategy recommendations.
Copilot Researcher Agent	Prompt: research benchmarking data and best practices to inform strategic refinements.
Copilot Writing Coach	Prompt: draft strategy update briefs and communication plans explaining data-driven adjustments to key stakeholders.
Configured Workflow
Copilot Analyst Agent	Interprets experimental and performance data to recommend strategy refinements and optimization opportunities.
Copilot Researcher Agent	Researches industry benchmarks and emerging best practices to inform media strategy adjustments.
Copilot Writing Coach	Crafts clear strategic update reports that communicate insights and recommendations for continual improvement.
Copilot Agent
Conversational Design Step	Gather user inputs on data sources, performance hypotheses, and refinement goals through guided questions.
Tools/Data Integration Step	Connect to advanced analytics and attribution platforms and data visualization tools for comprehensive data evaluation.
AI Processing/Output Format Step	Perform AI-driven scenario modeling and provide recommendations on strategic shifts or optimizations with confidence intervals.

Skills

General
Human
Technology

Data Analysis
Performance Marketing Strategy
A/B Testing and Experimentation
Critical Thinking
Communication Skills
Collaboration
Data Visualization Tools
Digital Advertising Platforms
Marketing Automation Tools

Manage the overall paid media campaign lifecycle from planning through execution to post-campaign analysis	45%	5.38%	$291K

Take Action

Out-of-the-Box
Project Manager Agent (Planner)	Prompt: create and update comprehensive campaign plans including timelines, task assignments, and status tracking.
Copilot Analyst Agent	Prompt: monitor campaign performance data and generate progress reports highlighting key metrics and risks.
Copilot Writing Coach	Prompt: prepare executive summaries and stakeholder updates throughout the campaign lifecycle.
Configured Workflow
Project Manager Agent (Planner)	Creates and updates structured campaign plans, managing timelines, dependencies, and progress tracking.
Copilot Analyst Agent	Monitors campaign performance data and highlights key trends and operational issues during execution.
Copilot Writing Coach	Supports creation of post-campaign analysis reports summarizing outcomes and learned lessons.
Copilot Agent
Conversational Design Step	Collect campaign scope, timelines, milestones, and resource info via interactive dialog for lifecycle management.
Tools/Data Integration Step	Connect to campaign management platforms and integrated project management tools linked through Microsoft Teams and Planner.
AI Processing/Output Format Step	Automate workflow task assignments, monitor progress, and consolidate post-campaign data into performance summaries.

Skills

General
Human
Technology

Campaign Planning
Performance Analysis
Budget Management
Communication Skills
Project Management
Problem-Solving
Digital Advertising Platforms
Analytics and Reporting Tools
Marketing Automation Systems

Train and mentor junior media specialists on best practices, media buying platforms, and performance measurement	25%	5.38%	$161K

Take Action

Out-of-the-Box
Copilot Learning Coach	Prompt: recommend tailored learning paths and curate relevant training content based on junior specialistsâ€™ roles and goals.
Viva Learning Copilot	Prompt: summarize course content and track progress to support ongoing skills development in paid media.
Copilot Writing Coach	Prompt: draft coaching guides, feedback summaries, and best practice documents for junior team members.
Configured Workflow
Copilot Learning Coach	Recommends personalized learning paths and resources to junior specialists for skill development.
Viva Learning Copilot	Curates relevant training content and monitors learner progress to support continuous learning initiatives.
Copilot Writing Coach	Assists in preparing training materials, guides, and communications for mentoring activities.
Copilot Agent
Conversational Design Step	Engage mentees to identify learning goals and preferred training formats using guided conversational prompts.
Tools/Data Integration Step	Leverage AI-powered learning platforms integrated with internal knowledge hubs and external course providers accessible via Viva Learning.
AI Processing/Output Format Step	Recommend personalized learning paths, summarize complex concepts, and provide coaching feedback tailored to learner progress.

Skills

General
Human
Technology

Media Buying Strategy
Performance Measurement and Analytics
Training and Mentorship
Communication Skills
Leadership
Empathy
Media Buying Platforms Expertise
Performance Analytics Tools
Learning Management Systems (LMS)

Coordinate with finance and legal teams to ensure media spend aligns with budget approvals and contractual obligations	40%	5.38%	$258K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: generate spend reconciliation reports comparing media spend against approved budgets and contract terms.
Knowledge Agent (SharePoint)	Prompt: access finance and legal policy documents to verify compliance requirements related to media spend.
Project Manager Agent (Planner)	Prompt: track approval workflows and key deadlines related to budget and contract compliance.
Configured Workflow
Copilot Analyst Agent	Analyzes spend and contract data to flag potential discrepancies and highlight budget alignment issues.
Project Manager Agent (Planner)	Schedules coordination meetings and tracks finance and legal review checkpoints within campaign timelines.
Copilot Writing Coach	Drafts clear, professional updates and compliance reminders to relevant stakeholders.
Copilot Agent
Conversational Design Step	Collect spend reports, contractual terms, and budget parameters interactively to flag alignment or discrepancies.
Tools/Data Integration Step	Integrate financial management, contract repositories, and spend tracking systems connected to compliance workflows.
AI Processing/Output Format Step	Automate spend reconciliation, highlight mismatches, and generate exception reports for human review and action.

Skills

General
Human
Technology

Budget Management
Contractual Compliance
Cross-functional Collaboration
Communication Skills
Attention to Detail
Financial Software Proficiency
Contract Management Systems

Conduct audience segmentation and insights analysis to tailor media buys for maximum cultural relevance and impact	70%	5.38%	$452K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: analyze demographic, psychographic, and behavioral data to identify distinct audience segments for targeting.
Copilot Researcher Agent	Prompt: gather market and cultural insights to enhance audience profiles and identify relevant media channels.
Copilot Visual Creator	Prompt: create engaging audience segment visualizations and profiles to support media buy decisions.
Configured Workflow
Copilot Analyst Agent	Processes multi-source demographic and behavioral data to generate detailed audience segments with cultural insights.
Copilot Researcher Agent	Aggregates and summarizes external research on psychographics and cultural drivers relevant to each segment.
Copilot Writing Coach	Drafts reports and media buying recommendations tailored to the identified audience segments.
Copilot Agent
Conversational Design Step	Guide users to specify segmentation criteria, data types, and cultural focus areas through an interactive input sequence.
Tools/Data Integration Step	Connect to audience data platforms and demographic/psychographic databases via enterprise data connectors in Microsoft Fabric.
AI Processing/Output Format Step	Perform AI-driven segmentation, generate actionable audience profiles, and suggest tailored media buy strategies.

Skills

General
Human
Technology

Audience Segmentation
Data Analysis
Cultural Competency
Critical Thinking
Collaboration
Communication
Customer Relationship Management (CRM) Systems
Data Visualization Tools
Media Planning Platforms

Coordinate crisis communication efforts through targeted paid media placements when necessary	35%	5.38%	$226K

Take Action

Out-of-the-Box
Copilot Analyst Agent	Prompt: monitor real-time data for crisis indicators and recommend quick adjustments to media placements accordingly.
Facilitator Agent (Teams)	Prompt: capture coordination meeting notes and action items to ensure aligned crisis communication execution.
Copilot Writing Coach	Prompt: draft crisis communication messaging and briefing documents for internal and external stakeholders.
Configured Workflow
Copilot Analyst Agent	Monitors real-time media and engagement data to quickly identify shifts requiring crisis response activation.
Project Manager Agent (Planner)	Manages crisis communication task assignments, timelines, and coordination across teams.
Copilot Writing Coach	Supports drafting timely, clear, and appropriately toned crisis communication messages.
Copilot Agent
Conversational Design Step	Prompt users to define crisis parameters, target audiences, and urgency levels for media activation in an interactive flow.
Tools/Data Integration Step	Integrate real-time media buying platforms and social listening tools with alerting and reporting systems.
AI Processing/Output Format Step	Automate rapid media buy execution and monitor engagement signals to inform ongoing communication adjustments.

Skills

General
Human
Technology

Crisis Communication Strategy
Paid Media Campaign Management
Media Planning and Buying
Communication
Decision Making under Pressure
Stakeholder Management
Digital Advertising Platforms
Analytics and Performance Tracking Tools
Content Management Systems

Skills

General

Media Planning
Audience Segmentation and Targeting
Performance Marketing Strategy
Equity and Inclusion Awareness
Data Analysis and Interpretation
Project Management
Budget Management
Financial Forecasting
Media Strategy Alignment
Media Buying Strategy
Audience Segmentation & Cultural Targeting
Campaign Optimization
Cross-Channel Media Integration
Data Analysis
Contract Negotiation
Media Buying and Placement Strategy
Performance Measurement
Media Analytics
Data Interpretation
Statistical Knowledge
Media Strategy Development
Audience Analysis
Marketing Campaign Coordination
Performance Marketing Knowledge
Report Writing
Media Channel Research
Innovation Integration
Regulatory Compliance Knowledge
Ethical Judgment
Competitive Analysis
Industry Trend Analysis
Vendor Relationship Management
Contract Management
Campaign Objective Setting
Marketing Strategy Alignment
Data Interpretation & Insight Translation
Media Planning Expertise
A/B Testing and Experimentation
Campaign Planning
Performance Analysis
Performance Measurement and Analytics
Training and Mentorship
Contractual Compliance
Audience Segmentation
Cultural Competency
Crisis Communication Strategy
Paid Media Campaign Management
Media Planning and Buying

Human

Communication Skills
Collaboration
Critical Thinking
Stakeholder Collaboration
Negotiation
Attention to Detail
Communication
Relationship Management
Effective Communication
Time Management
Adaptability
Problem Solving
Interpersonal Skills
Emotional Intelligence
Internal Stakeholder Communication
Collaborative Teamwork
Leadership
Facilitation Skills
Problem-Solving
Empathy
Cross-functional Collaboration
Decision Making under Pressure
Stakeholder Management

Technology

Digital Advertising Platforms
Media Buying and Optimization Tools
Analytics and Reporting Tools
Spreadsheet and Data Analysis
Budgeting and Financial Software
Project Management Tools
Media Buying Platforms
Traditional Media Buying Tools
Campaign Management Software
Analytics & Reporting Tools
Contract Management Systems
Media Planning and Buying Platforms
Data Analysis Tools
Data Visualization Tools
Analytics Platforms
Spreadsheet Software
Data Analytics Tools
Campaign Management Platforms
Experimental Design Methodologies
Marketing Automation Platforms
Project Management Software
Spreadsheet Software Proficiency
Paid Media Platforms Analytics
Digital Advertising Platforms Knowledge
Marketing Technology (MarTech) Tools
Analytics and Reporting Software
Compliance Monitoring Tools
Data Reporting and Analysis Tools
Digital Analytics Tools
Paid Media Platforms Knowledge
Market Research Software
CRM Software Proficiency
Digital Communication Tools
Presentation Software Proficiency
Campaign Management Tools
Collaboration and Communication Platforms
Marketing Automation Tools
Marketing Automation Systems
Media Buying Platforms Expertise
Performance Analytics Tools
Learning Management Systems (LMS)
Financial Software Proficiency
Customer Relationship Management (CRM) Systems
Media Planning Platforms
Analytics and Performance Tracking Tools
Content Management Systems

Live Events Manager

Grade:: L5
Headcount:: 100
Band:: $130,000

Work Intelligence™

Your organization is now equipped with Work Intelligence™— a live layer of data that quantifies opportunity across roles, tasks, and teams

Metric	What It Tells You
AI Potential Index (AIPI)	36.16% of total work is ready for automation
Annual Salary Exposure	$13,000,000 across analyzed roles
Total Potential Savings	$4,700,670 unlocked by automating tasks
Operational Efficiency Index (OEI)	22.45% potential impact on overall operational efficiency
Velocity of Output (VOI)	27.25% increase in delivery speed
Capacity Increase from Task Consolidation (CITC)	8.10% efficiency gains from reducing task overlap and streamlining duplicated tasks
Time to Benefit Realization (TBR)	7.3 months until Benefits visible after initial deployment

Tasks

Monitor and operate technical equipment during live productions to ensure smooth broadcast delivery.	45%	0.68%	$40K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: please generate real-time notes and alert summaries during live production meetings to keep the team aware of equipment status and issues.
Copilot Researcher Agent	Prompt: please gather and summarize troubleshooting best practices and equipment manuals relevant to current broadcast systems for quick reference.
Copilot Writing Coach	Prompt: help me draft clear and concise incident reports or status updates during live production to communicate equipment operation statuses.
Configured Workflow
Facilitator Agent (Teams)	Generates real-time AI notes and action items during live broadcasts to track equipment status and flag issues promptly.
Copilot Analyst Agent	Analyzes telemetry and equipment data streams to detect anomalies and provide insights on potential technical issues.
Microsoft Security Copilot: IT Operations Agent	Automates routine monitoring, health checks, and incident triage for production system stability during live events.
Copilot Agent
Conversational Design Step	Design the agent to collect real-time status inputs, ask clarifying questions on detected anomalies, and confirm attention to critical alerts from equipment.
Tools/Data Integration Step	Integrate with live equipment telemetry and monitoring systems, and access structured event logs and alerts from production technology platforms.
AI Processing/Output Format Step	Use AI to analyze equipment performance data for anomalies, generate actionable alerts, and suggest immediate operational adjustments to reduce downtime.

Skills

General
Human
Technology

Technical Equipment Operation
Live Production Troubleshooting
Attention to Detail
Communication Skills
Stress Management
Teamwork
Broadcast Systems Knowledge
Audio and Video Technology
Control Room Software Platforms

Assist with the setup and coordination of technical equipment and resources prior to live productions.	30%	0.00%	$0

Take Action

Out-of-the-Box
Project Manager Agent (Planner)	Prompt: please create a detailed setup and resource coordination plan with task assignments and timelines for the upcoming live production.
Facilitator Agent (Teams)	Prompt: please capture key action items and resource needs during setup coordination meetings and share follow-ups with the team.
Copilot Writing Coach	Prompt: help me draft setup instructions and checklists for technical staff to ensure coordinated equipment preparation.
Configured Workflow
Project Manager Agent (Planner)	Creates structured setup plans, assigns coordination tasks, and manages dependencies across teams and equipment.
Copilot Studio Custom Agents	Automates logistics workflows by integrating equipment checklists and resource availabilities into coordinated processes.
Facilitator Agent (Teams)	Supports pre-setup meetings by capturing decisions, follow-ups, and reminders to ensure timely preparation.
Copilot Agent
Conversational Design Step	Use guided prompts to capture production setup requirements, resource availability, and scheduling constraints from users.
Tools/Data Integration Step	Connect to equipment inventory databases, scheduling and resource management systems, and internal technical documentation repositories.
AI Processing/Output Format Step	Automate generation of optimized setup checklists, resource allocation plans, and coordination reminders for technical teams.

Skills

General
Human
Technology

Equipment Setup and Calibration
Technical Troubleshooting
Resource Coordination
Communication Skills
Teamwork
Time Management
Audio and Video Systems
Live Production Control Systems
Network and Connectivity Technologies

Perform quality control checks on audio and video signals to ensure broadcast standards are met.	60%	0.68%	$53K

Take Action

Out-of-the-Box
Copilot Visual Creator	Prompt: please generate visual dashboards or signal quality diagrams that summarize the audio and video signal integrity for easier monitoring.
Facilitator Agent (Teams)	Prompt: please generate concise summaries of quality check meetings including issue identification and required actions.
Copilot Researcher Agent	Prompt: please research and summarize the latest broadcast standards and technical QA best practices for our review.
Configured Workflow
Copilot Analyst Agent	Ingests and analyzes structured signal data to automatically detect deviations from broadcast standards.
Azure AI Agent Service	Orchestrates multi-step diagnostic checks with model-driven anomaly detection and root cause suggestions.
Facilitator Agent (Teams)	Generates real-time meeting notes and recommended corrective actions during quality control reviews.
Copilot Agent
Conversational Design Step	Prompt users to specify signal parameters and quality thresholds, providing options to flag suspected quality issues for further review.
Tools/Data Integration Step	Integrate with media signal analysis tools, signal logs, and automated quality assurance platforms monitoring audio/video feeds.
AI Processing/Output Format Step	Apply AI models to detect signal degradation, compliance deviations, and output automated reports with recommendations for corrective actions.

Skills

General
Human
Technology

Signal Analysis
Broadcast Standards Knowledge
Attention to Detail
Communication Skills
Problem-Solving
Collaboration
Audio-Visual Signal Processing
Broadcast Monitoring Systems
Quality Control Software

Serve as the technical key point of contact during live productions for real-time issue resolution.	20%	6.85%	$178K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: please capture live meeting decisions, action items, and technical issue resolutions in real time.
Copilot Writing Coach	Prompt: help me draft clear and professional messages to escalate or resolve technical issues with stakeholders quickly.
Copilot Researcher Agent	Prompt: please summarize similar past incident resolutions and recommended diagnostics for quick problem-solving.
Configured Workflow
Copilot Researcher Agent	Provides real-time research and knowledge base support to quickly surface troubleshooting guidelines and solutions.
Facilitator Agent (Teams)	Generates live meeting notes and action items during incident calls to track resolution progress.
Copilot Studio Custom Agents	Automates routing of issues and suggests diagnostic steps within integrated communication platforms.
Copilot Agent
Conversational Design Step	Create an interactive chatbot to collect issue descriptions, triage priority, and guide users through basic troubleshooting steps.
Tools/Data Integration Step	Connect to incident management systems, internal technical knowledge bases, and communication platforms for seamless escalation.
AI Processing/Output Format Step	Use AI to diagnose common issues, suggest probable causes, and automatically route complex problems to human experts with relevant context.

Skills

General
Human
Technology

Technical Troubleshooting
Live Production Workflow Knowledge
Crisis Management
Effective Communication
Collaboration
Situational Awareness
Broadcast Systems Operation
AV Signal Routing and Monitoring
Network and IT Infrastructure

Lead pre-show and post-show technical meetings to ensure alignment and continuous improvement of live event operations.	35%	6.85%	$312K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: please generate meeting agendas, real-time notes, action items, and follow-ups for technical meeting facilitation.
Copilot Writing Coach	Prompt: help me compose summaries and improvement reports based on meeting outputs to share with stakeholders.
Copilot Researcher Agent	Prompt: please research and compile best practices for live event technical operations to inform meeting discussions.
Configured Workflow
Facilitator Agent (Teams)	Automatically generates agendas, captures meeting notes, and tracks action items for technical meetings.
Copilot Analyst Agent	Analyzes meeting data and production metrics to provide summaries and identify improvement areas.
Viva Engage Copilot	Supports communications post-meeting by drafting follow-up messages and soliciting feedback from attendees.
Copilot Agent
Conversational Design Step	Prompt meeting organizers to input agenda topics and key discussion points, then collect notes and summarize participant feedback during and after meetings.
Tools/Data Integration Step	Integrate with Microsoft Teams meeting data, transcription services, and collaborative note repositories for data capture.
AI Processing/Output Format Step	Generate concise meeting summaries, action items, and trend analysis reports to support continuous operational improvement.

Skills

General
Human
Technology

Technical Event Planning
Operational Improvement Analysis
Project Management
Leadership
Effective Communication
Facilitation
Live Production Systems Knowledge
Collaboration Platforms
Data Analysis Tools

Develop and maintain detailed technical documentation and live event plans.	50%	6.85%	$445K

Take Action

Out-of-the-Box
Copilot Writing Coach	Prompt: help me draft and edit detailed technical documentation and live event plans based on existing notes and data.
Knowledge Agent (SharePoint)	Prompt: please organize and update existing documentation repositories to ensure content is discoverable and current for technical staff.
Project Manager Agent (Planner)	Prompt: please convert live event plans into structured task lists and track documentation update deadlines.
Configured Workflow
Copilot Writing Coach	Assists in drafting, refining, and structuring technical documents and event plans for clarity and completeness.
Knowledge Agent (SharePoint)	Organizes and enriches documentation repositories to ensure content is updated and easily discoverable.
Project Manager Agent (Planner)	Updates and tracks plan revisions automatically, assigning tasks related to documentation maintenance.
Copilot Agent
Conversational Design Step	Guide users through inputting updates, changes, or new content for documentation via natural language prompts and template-driven completion.
Tools/Data Integration Step	Access document management platforms and technical plan repositories, ensuring version control and collaborative editing access.
AI Processing/Output Format Step	Automatically draft or update documentation using NLP, verify consistency, and produce ready-to-publish event plans and SOPs.

Skills

General
Human
Technology

Technical Writing
Event Planning and Coordination
Attention to Detail
Effective Communication
Collaboration
Problem-Solving
Document Management Systems
Project Management Tools
Live Production Technology Platforms

Collaborate closely with Production, Technical Operations, Engineering, and partner teams to execute technical details for live and studio productions.	30%	6.85%	$267K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: please capture key coordination points, dependencies, and decisions during cross-team collaboration meetings.
Copilot Writing Coach	Prompt: help me draft clear and concise communication emails and updates for internal and external teams.
Project Manager Agent (Planner)	Prompt: please create and update shared project plans and task assignments to keep all teams aligned.
Configured Workflow
Microsoft Teams (with Facilitator Agent)	Provides seamless communication and meeting facilitation with live notes and task tracking across teams.
Project Manager Agent (Planner)	Manages collaborative task assignments and dependencies to align cross-functional efforts.
Copilot Studio Custom Agents	Automates routine communication workflows and notifications to ensure timely coordination.
Copilot Agent
Conversational Design Step	Facilitate structured dialogue to clarify coordination requirements, task assignments, and status updates from multiple stakeholders.
Tools/Data Integration Step	Connect with Microsoft Teams, Slack, and project/task management tools for real-time communication and progress tracking.
AI Processing/Output Format Step	Summarize cross-team interactions, highlight open issues, and generate daily coordination briefs to keep teams aligned.

Skills

General
Human
Technology

Live Production Management
Technical Operations Coordination
Systems Integration Knowledge
Effective Communication
Team Collaboration
Problem-Solving
Project Management Tools
Broadcast and AV Technology Proficiency
Collaboration Platforms

Resolve potential technical issues and resource conflicts proactively before live productions and conduct post-production follow-up.	40%	6.85%	$356K

Take Action

Out-of-the-Box
Project Manager Agent (Planner)	Prompt: please identify and flag potential scheduling conflicts and task delays in the production plan and recommend resolutions.
Facilitator Agent (Teams)	Prompt: please capture risk discussions and follow-up actions during coordination meetings for proactive issue management.
Copilot Writing Coach	Prompt: help me draft comprehensive post-production follow-up reports highlighting resolved issues and lessons learned.
Configured Workflow
Copilot Analyst Agent	Analyzes scheduling and technical data to predict conflicts and alert users proactively.
Project Manager Agent (Planner)	Manages resource schedules and task dependencies, adjusting plans dynamically to resolve conflicts.
Facilitator Agent (Teams)	Generates summaries and action items to document resolution outcomes and post-event reviews.
Copilot Agent
Conversational Design Step	Prompt users to input schedules, resource constraints, and risk indicators, guiding proactive issue identification and resolution steps.
Tools/Data Integration Step	Integrate with scheduling platforms, incident tracking tools, and post-event reporting systems for end-to-end visibility.
AI Processing/Output Format Step	Use predictive analytics to detect conflicts, recommend mitigation plans, and auto-generate post-event follow-up reports.

Skills

General
Human
Technology

Technical Troubleshooting
Resource Management
Post-Production Analysis
Communication
Problem-Solving
Attention to Detail
Live Production Systems Knowledge
Event Management Software
Monitoring and Alert Systems

Provide timely executive-level communications regarding technical issues impacting live productions.	25%	6.85%	$223K

Take Action

Out-of-the-Box
Copilot Writing Coach	Prompt: help me draft concise and clear executive summaries about live production technical issues and impacts.
Facilitator Agent (Teams)	Prompt: please prepare realtime meeting briefs and action summaries to inform executive stakeholders quickly.
Copilot Researcher Agent	Prompt: please gather relevant data points and past performance summaries to support executive communications.
Configured Workflow
Copilot Analyst Agent	Generates data-driven reports and visual summaries on technical issues for executive consumption.
Copilot Writing Coach	Refines and tailors communications in appropriate tone and structure for executive audiences.
Project Manager Agent (Planner)	Tracks communication tasks and sends automated reminders for timely status updates.
Copilot Agent
Conversational Design Step	Collect key incident data and communication objectives from users, and prompt for tone and audience tailoring preferences.
Tools/Data Integration Step	Access incident management data, production system status, and communication platforms like Slack and email automation tools.
AI Processing/Output Format Step	Auto-generate concise executive summaries and status updates with appropriate language and formatting for leadership consumption.

Skills

General
Human
Technology

Technical Troubleshooting
Incident Management
Executive Communication
Clear and Concise Communication
Situational Awareness
Stress Management
Live Production Systems Knowledge
Communication Platforms
Real-Time Monitoring Tools

Assist and support Engineering teams during technical setup and live production operations.	30%	0.00%	$0

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: please record setup session notes, issues, and decisions to streamline engineering support handoffs.
Project Manager Agent (Planner)	Prompt: create task lists for engineering support activities with dependencies and timelines.
Copilot Writing Coach	Prompt: help me write clear instructions and troubleshooting guides for engineering teams.
Configured Workflow
Project Manager Agent (Planner)	Creates and manages setup checklists and technical task assignments to assist engineering teams.
Copilot Studio Custom Agents	Automates routine setup validations by cross-checking configuration parameters against standards.
Facilitator Agent (Teams)	Documents support discussions in real-time and distributes action items to relevant responders.
Copilot Agent
Conversational Design Step	Prompt for checklist inputs, configuration parameters, and support requests during setup to guide Engineering workflows.
Tools/Data Integration Step	Integrate with engineering support systems, configuration management databases, and live production monitoring tools.
AI Processing/Output Format Step	Provide real-time validation feedback, documentation of changes, and escalation recommendations based on detected configuration issues.

Skills

General
Human
Technology

Technical Troubleshooting
Audio-Visual Systems Knowledge
Time Management
Communication Skills
Teamwork
Stress Management
Live Production Equipment Operation
Network and Signal Flow Knowledge
Technical Setup Protocols

Engage with internal teams and external vendors to coordinate support for live production technical operations.	35%	6.85%	$312K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: summarize vendor coordination meeting notes and generate follow-up action items for stakeholders.
Copilot Writing Coach	Prompt: draft well-structured vendor communication emails to coordinate technical support.
Project Manager Agent (Planner)	Prompt: build and track vendor support tasks and deadlines within shared production plans.
Configured Workflow
Copilot Studio Custom Agents	Automates coordination messaging and schedules meetings with internal teams and external vendors.
Facilitator Agent (Teams)	Captures conversation summaries and tracks follow-up commitments across stakeholder communication.
Project Manager Agent (Planner)	Monitors and manages vendor-related tasks and deadlines within project plans.
Copilot Agent
Conversational Design Step	Structure dialogues to gather vendor status updates, team availability, and coordination timelines for efficient orchestration.
Tools/Data Integration Step	Connect to vendor management platforms, communication channels, and shared calendars to synchronize coordination efforts.
AI Processing/Output Format Step	Automate status aggregation, generate coordination reminders, and identify potential delays or conflicts proactively.

Skills

General
Human
Technology

Project Coordination
Vendor Management
Live Production Knowledge
Communication
Collaboration
Problem Solving
Event Management Systems
Communication Tools
Audio-Visual Technology

Evaluate current technical workflows and make recommendations for improvements to enhance live production efficiency and quality.	40%	6.85%	$356K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: analyze and summarize best practices and new technologies for improving live production workflows.
Copilot Idea Coach	Prompt: help me brainstorm and refine ideas for workflow enhancements based on production data and constraints.
Facilitator Agent (Teams)	Prompt: capture evaluation meeting summaries, decisions, and recommended improvements for follow-up.
Configured Workflow
Copilot Analyst Agent	Analyzes workflow and operational data to identify inefficiencies and propose data-driven improvements.
Copilot Researcher Agent	Performs research on best practices and emerging trends to inform workflow recommendations.
Copilot Idea Coach	Facilitates ideation and clustering of improvement ideas to translate insights into actionable plans.
Copilot Agent
Conversational Design Step	Guide users through workflow mapping inputs and problem identification to elicit detailed process insights and bottlenecks.
Tools/Data Integration Step	Integrate with analytics platforms, process logs, and operational dashboards capturing workflow data.
AI Processing/Output Format Step	Use AI analytics to identify inefficiencies, simulate alternatives, and generate prioritized recommendations for process improvements.

Skills

General
Human
Technology

Workflow Analysis
Live Production Knowledge
Process Improvement
Critical Thinking
Effective Communication
Collaboration
Technical Workflow Management Systems
Broadcast Equipment and Signal Routing
Data Analysis Tools

Assist with testing and implementation of new workflows and technology solutions for live production.	25%	0.68%	$22K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: generate meeting notes and action items during test planning and implementation discussions.
Copilot Researcher Agent	Prompt: summarize findings from testing results and compile user feedback reports for implementation decisions.
Copilot Writing Coach	Prompt: help me draft clear workflow change instructions and training materials based on new solutions.
Configured Workflow
Azure AI Agent Service	Orchestrates automated test runs and gathers execution data to validate new workflows.
Copilot Analyst Agent	Analyzes test outcomes to summarize results and highlight deviations or issues.
Facilitator Agent (Teams)	Documents implementation team meetings and produces action items for resolution and follow-up.
Copilot Agent
Conversational Design Step	Collect testing parameters, expected outcomes, and user feedback in structured prompts to guide iterative evaluation.
Tools/Data Integration Step	Connect to test automation platforms, bug tracking systems, and documentation repositories to coordinate test cycles.
AI Processing/Output Format Step	Analyze test results, identify failure patterns, and produce summary reports highlighting implementation readiness.

Skills

General
Human
Technology

Workflow Analysis
Technical Troubleshooting
Change Management
Communication Skills
Collaboration
Adaptability
Live Production Systems Knowledge
Workflow Automation Tools
Software Testing Methodologies

Conduct regular maintenance and troubleshooting of live production technology to prevent failures during broadcasts.	50%	2.05%	$133K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: capture maintenance session observations, troubleshooting steps, and outcome notes for continuous improvement.
Copilot Researcher Agent	Prompt: gather and summarize known issues and fixes for live production technology to assist with troubleshooting.
Copilot Writing Coach	Prompt: help me draft maintenance logs and incident resolution reports clearly documenting processes and results.
Configured Workflow
Microsoft Security Copilot: IT Operations Agent	Automates routine system health checks and flags potential points of failure proactively.
Copilot Analyst Agent	Processes maintenance logs and device telemetry to prioritize troubleshooting actions.
Facilitator Agent (Teams)	Generates maintenance meeting notes and tracks resolution progress on identified issues.
Copilot Agent
Conversational Design Step	Prompt users to input maintenance schedules, symptoms, and diagnostic test results for guided troubleshooting sessions.
Tools/Data Integration Step	Integrate with maintenance management systems, equipment telemetry, and historical fault databases for comprehensive context.
AI Processing/Output Format Step	Apply predictive maintenance AI to forecast failures, recommend remediations, and generate maintenance logs automatically.

Skills

General
Human
Technology

Technical Troubleshooting
Preventive Maintenance
Attention to Detail
Problem-Solving
Communication Skills
Live Production Systems Knowledge
Diagnostic Tools Proficiency
Network Systems Knowledge

Coordinate technical resource scheduling to align teams and equipment for live event requirements.	45%	6.85%	$401K

Take Action

Out-of-the-Box
Project Manager Agent (Planner)	Prompt: build and optimize resource and equipment schedules based on event timelines and team availability.
Facilitator Agent (Teams)	Prompt: capture scheduling discussions and finalize resource allocation decisions during coordination meetings.
Copilot Writing Coach	Prompt: draft scheduling notifications and coordination emails to all involved stakeholders.
Configured Workflow
Project Manager Agent (Planner)	Creates comprehensive resource schedules and aligns team and equipment availability with event needs.
Copilot Studio Custom Agents	Automates notifications and reminders for schedule changes and resource assignments.
Facilitator Agent (Teams)	Documents scheduling meetings and distributes updates to stakeholders.
Copilot Agent
Conversational Design Step	Use conversational flows to capture resource requirements, availability, and priority constraints for scheduling optimization.
Tools/Data Integration Step	Connect to workforce management and asset scheduling platforms to access real-time availability and demand data.
AI Processing/Output Format Step	Generate optimized schedules balancing team workload and equipment allocation to maximize readiness and minimize conflicts.

Skills

General
Human
Technology

Resource Scheduling
Event Operations Coordination
Project Management
Communication
Collaboration
Problem Solving
Scheduling Software Proficiency
Live Production Technology Knowledge
Collaboration Platforms

Train and mentor junior team members on live production technology and operational procedures.	20%	6.85%	$178K

Take Action

Out-of-the-Box
Copilot Learning Coach	Prompt: recommend personalized learning paths and summarize training materials for junior team members.
Viva Learning Copilot	Prompt: build structured learning collections and provide next-step course suggestions to support onboarding.
Copilot Writing Coach	Prompt: help me create clear instructional content and mentoring guides for team knowledge transfer.
Configured Workflow
Copilot Learning Coach	Recommends personalized learning paths and provides just-in-time training materials aligned to roles.
Viva Learning Copilot	Supports tracking of learning progress and summarizes course content for continuous skills development.
Copilot Writing Coach	Assists in drafting clear mentoring guides and training documentation.
Copilot Agent
Conversational Design Step	Guide learners through personalized question prompts, skill assessments, and learning goal adjustments to tailor coaching.
Tools/Data Integration Step	Integrate with learning management systems and content repositories to deliver structured training materials and track progress.
AI Processing/Output Format Step	Provide adaptive learning path recommendations, summarize learner progress, and generate targeted coaching tips.

Skills

General
Human
Technology

Instructional Design
Live Production Operations Knowledge
Technical Troubleshooting
Communication
Leadership
Patience and Empathy
Live Production Systems Expertise
Event Management Software
Communication and Collaboration Tools

Manage risk during live events by anticipating potential technical failures and deploying contingency plans.	40%	6.85%	$356K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: analyze historical incident data and summarize risk factors and contingency best practices.
Project Manager Agent (Planner)	Prompt: develop risk mitigation plans with contingency steps and assign responsibilities in task lists.
Facilitator Agent (Teams)	Prompt: capture risk assessment discussions and contingency readiness during pre-event meetings.
Configured Workflow
Copilot Analyst Agent	Analyzes historical incident data to identify risk patterns and forecast potential failures.
Project Manager Agent (Planner)	Integrates contingency plans into event schedules and alerts teams for readiness.
Facilitator Agent (Teams)	Documents risk management meetings and tracks deployment of contingency measures.
Copilot Agent
Conversational Design Step	Prompt users to input risk factors, contingency resources, and event parameters to model potential failure scenarios.
Tools/Data Integration Step	Connect to risk management systems, historical incident data, and contingency planning documentation.
AI Processing/Output Format Step	Use AI risk modeling to simulate failure impacts, prioritize intervention plans, and automate contingency deployment alerts.

Skills

General
Human
Technology

Risk Assessment
Contingency Planning
Real-time Problem Solving
Communication Skills
Team Coordination
Stress Management
Live Production Systems Knowledge
Network Infrastructure Familiarity
Monitoring and Diagnostic Tools

Generate and review after-action reports capturing technical performance and lessons learned from live productions.	55%	6.85%	$490K

Take Action

Out-of-the-Box
Copilot Writing Coach	Prompt: draft comprehensive after-action reports from production data and meeting notes highlighting issues and improvements.
Facilitator Agent (Teams)	Prompt: summarize post-event review meetings and extract key lessons learned and action items.
Copilot Researcher Agent	Prompt: collect and synthesize relevant data points from various sources to provide evidence supporting report conclusions.
Configured Workflow
Copilot Analyst Agent	Aggregates and analyzes event data to auto-generate detailed technical after-action reports.
Copilot Writing Coach	Refines report narratives for clarity, tone, and executive readability.
Facilitator Agent (Teams)	Supports collaborative review sessions by summarizing feedback and tracking report revisions.
Copilot Agent
Conversational Design Step	Collect event metadata, performance metrics, and user observations through guided prompts to contextualize reports.
Tools/Data Integration Step	Integrate production logs, monitoring dashboards, and documentation systems to aggregate relevant data.
AI Processing/Output Format Step	Apply natural language generation to draft comprehensive after-action reports, highlight performance gaps, and capture actionable lessons.

Skills

General
Human
Technology

Technical Analysis
Report Writing
Attention to Detail
Communication Skills
Critical Thinking
Collaboration
Data Management Systems
Reporting Tools
Live Production Technology

Maintain awareness of industry trends and emerging technologies in media production to inform operational enhancements.	35%	6.85%	$312K

Take Action

Out-of-the-Box
Copilot Researcher Agent	Prompt: curate and summarize up-to-date industry trend reports and emerging technology news relevant to media production.
Copilot Idea Coach	Prompt: facilitate brainstorming sessions to explore how emerging technologies can enhance current production operations.
Community Agent (Viva Engage)	Prompt: provide recommendations and summaries within community forums to share insights and emerging trends with peers.
Configured Workflow
Copilot Researcher Agent	Performs continuous web and internal content scans for relevant market trends with sourced summaries.
Copilot Analyst Agent	Aggregates trend data into insightful reports highlighting potential impacts on operations.
Viva Engage Copilot	Drafts community posts sharing trends and stimulates discussion within internal knowledge networks.
Copilot Agent
Conversational Design Step	Prompt users for topics of interest, preferred sources, and synthesis depth to tailor knowledge updates.
Tools/Data Integration Step	Connect to AI-powered content aggregators, market research feeds, and internal knowledge bases for curated trend information.
AI Processing/Output Format Step	Summarize and cluster incoming trend data into digestible briefs and strategic insight recommendations.

Skills

General
Human
Technology

Industry Knowledge
Research and Analytical Skills
Continuous Learning
Communication Skills
Networking
Technology Scouting
Media Production Systems Knowledge
Data Analysis Tools

Facilitate cross-functional communication to ensure alignment and shared understanding of live event technical requirements.	30%	6.85%	$267K

Take Action

Out-of-the-Box
Facilitator Agent (Teams)	Prompt: generate meeting summaries, action items, and alignments discussions to maintain clear communication across teams.
Copilot Writing Coach	Prompt: help draft clear and tailored communications clarifying technical requirements and updates for diverse stakeholders.
Copilot Researcher Agent	Prompt: collect and summarize relevant reference materials and previous communications to support cross-functional discussions.
Configured Workflow
Facilitator Agent (Teams)	Captures and summarizes cross-functional meeting discussions and decision points in real time.
Copilot Studio Custom Agents	Automates distribution of meeting summaries and task assignments across communication platforms.
Project Manager Agent (Planner)	Manages inter-team task dependencies to maintain alignment with technical requirements.
Copilot Agent
Conversational Design Step	Guide users through structured input of communication topics, key messages, and target teams for streamlined message creation.
Tools/Data Integration Step	Connect with collaboration platforms such as Microsoft Teams, Slack, and Zoom for message dissemination and feedback capture.
AI Processing/Output Format Step	Generate clear communication drafts, summarize alignment status, and track cross-team response to ensure shared understanding.

Skills

General
Human
Technology

Cross-Functional Coordination
Technical Requirement Analysis
Project Management
Effective Communication
Active Listening
Conflict Resolution
Collaboration Platforms
Event Production Systems
Documentation Tools

Skills

General

Technical Equipment Operation
Live Production Troubleshooting
Attention to Detail
Equipment Setup and Calibration
Technical Troubleshooting
Resource Coordination
Signal Analysis
Broadcast Standards Knowledge
Live Production Workflow Knowledge
Crisis Management
Technical Event Planning
Operational Improvement Analysis
Project Management
Technical Writing
Event Planning and Coordination
Live Production Management
Technical Operations Coordination
Systems Integration Knowledge
Resource Management
Post-Production Analysis
Incident Management
Executive Communication
Audio-Visual Systems Knowledge
Project Coordination
Vendor Management
Live Production Knowledge
Workflow Analysis
Process Improvement
Change Management
Preventive Maintenance
Resource Scheduling
Event Operations Coordination
Instructional Design
Live Production Operations Knowledge
Risk Assessment
Contingency Planning
Real-time Problem Solving
Technical Analysis
Report Writing
Industry Knowledge
Research and Analytical Skills
Continuous Learning
Cross-Functional Coordination
Technical Requirement Analysis

Human

Communication Skills
Stress Management
Teamwork
Time Management
Problem-Solving
Collaboration
Effective Communication
Situational Awareness
Leadership
Facilitation
Team Collaboration
Communication
Clear and Concise Communication
Problem Solving
Critical Thinking
Adaptability
Patience and Empathy
Team Coordination
Networking
Active Listening
Conflict Resolution

Technology

Broadcast Systems Knowledge
Audio and Video Technology
Control Room Software Platforms
Audio and Video Systems
Live Production Control Systems
Network and Connectivity Technologies
Audio-Visual Signal Processing
Broadcast Monitoring Systems
Quality Control Software
Broadcast Systems Operation
AV Signal Routing and Monitoring
Network and IT Infrastructure
Live Production Systems Knowledge
Collaboration Platforms
Data Analysis Tools
Document Management Systems
Project Management Tools
Live Production Technology Platforms
Broadcast and AV Technology Proficiency
Event Management Software
Monitoring and Alert Systems
Communication Platforms
Real-Time Monitoring Tools
Live Production Equipment Operation
Network and Signal Flow Knowledge
Technical Setup Protocols
Event Management Systems
Communication Tools
Audio-Visual Technology
Technical Workflow Management Systems
Broadcast Equipment and Signal Routing
Workflow Automation Tools
Software Testing Methodologies
Diagnostic Tools Proficiency
Network Systems Knowledge
Scheduling Software Proficiency
Live Production Technology Knowledge
Live Production Systems Expertise
Communication and Collaboration Tools
Network Infrastructure Familiarity
Monitoring and Diagnostic Tools
Data Management Systems
Reporting Tools
Live Production Technology
Technology Scouting
Media Production Systems Knowledge
Event Production Systems
Documentation Tools

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