AI Impact Assessment: A Guide for Media Agency Roles

This guidance (kindly donated by the AI Working Group co-chair, Kellyn Coetzee) is intended as a step-by-step comprehensive framework for those working in Media Agencies to assess the potential impact of Artificial Intelligence on various roles within the Media Agency ecosystem.

Rather than viewing AI as a replacement, this assessment emphasises its value as an augmentation tool which can enhance human productivity and resulting strategic outputs.

1. The AI Exposure Classification (E0-E11)

To accurately assess a role, we first look to categorise tasks based upon their exposure to current AI capabilities:

LevelExposure TypeDescription
E0No ExposureNo relevant AI applications currently exist for this task.
E1Direct TextTasks involving text generation, summarisation, and pattern matching
E2Third-PartyTasks involving exposure to LLM-powered specialised tools.
E3ImageTasks involving image generation or visual analysis.
E4VideoTasks involving video generation or analysis.
E5AudioTasks involving audio generation or analysis.
E6VoiceTasks involving voice-to-text or synthesised speech capabilities.
E7ReasoningTasks requiring advanced multi-step logic.
E8InfluenceTasks involving persuasion or emotional influence.
E9AgentsWork involving the use of digital-world action agents in order to perform tasks.
E10Physical VisionTasks involving working with physical-world vision devices and/or sensors.
E11RoboticsTasks that require physical-world actions or robotics.

2. The AI Risk & Impact Scale

Impact is measured on a 1-10 scale to determine the level of human oversight required:

  • 1-2: No/Minimal Impact: AI assists with basic tasks while human expertise remains critical.
  • 3-4: Limited/Moderate Enhancement: Productivity is improved, but human oversight is strictly required.
  • 5-6: Balanced/Substantial Support: AI handles routine tasks; however, strategy remains human-led.
  • 7-8: Major Redefinition: AI automates key functions, posing a high redefinition risk to the role.
  • 9-10: Near/Complete Automation: AI handles the majority of tasks with minimal human involvement.

3. Strategic AI Implementation Tools

Media professionals should focus on integrating enterprise-grade and specialised third-party tools into their workflows:

  • Enterprise Solutions: Integration of solutions such as Microsoft 365 Copilot for file summarisation and content generation via Microsoft Graph, alongside accompanying tools such as Google Workspace tools.
  • Third-Party Assistants: Strategic use of LLMs such as ChatGPT, Claude, Google Gemini, and Google Notebook for research and assistance.

4. Recommended Training & Resources

Continuous learning is critical for maintaining a competitive edge in an AI-driven landscape. The following public resources are recommended:

AI Prompts Foundations (Uxcel): Focuses on prompt engineering for media and marketing.

Elements of AI (University of Helsinki): Explains AI fundamentals for non-technical professionals.

Intro to Generative AI (Google Cloud): Covers GenAI for content and media campaigns.

AI for Everyone (DeepLearning.AI): Strategic foundations for marketing professionals.

Applied AI Lab (WorldQuant University): Hands-on data and media analytics projects.

5. Your Personal 90-Day Action Plan

Success with AI requires a phased approach to implementation and optimisation:

  • Weeks 1-2: Focus on immediate priorities and identifying quick wins for automation.
  • Month 1: Build a foundation through formal training and tool familiarisation.
  • Month 2: Move into active implementation and workflow experimentation.
  • Month 3: Focus on optimisation and the application of advanced AI features.

6. Future Role Evolution

As AI continues to mature, media roles will evolve. Over the next 1-2 years, expect emerging responsibilities to be centered around AI orchestration, while the 3-5 year horizon will likely see deep strategic positioning shifts driven by industry trend integration.

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