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:

Level

Exposure Type

Description

E0

No Exposure

No relevant AI applications currently exist for this task.

E1

Direct Text

Tasks involving text generation, summarisation, and pattern matching

E2

Third-Party

Tasks involving exposure to LLM-powered specialised tools.

E3

Image

Tasks involving image generation or visual analysis.

E4

Video

Tasks involving video generation or analysis.

E5

Audio

Tasks involving audio generation or analysis.

E6

Voice

Tasks involving voice-to-text or synthesised speech capabilities.

E7

Reasoning

Tasks requiring advanced multi-step logic.

E8

Influence

Tasks involving persuasion or emotional influence.

E9

Agents

Work involving the use of digital-world action agents in order to perform tasks.

E10

Physical Vision

Tasks involving working with physical-world vision devices and/or sensors.

E11

Robotics

Tasks 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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