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8 March 2026
AI Governance Risk Radar

AI Governance Risk Radar

A tool to map the legal and regulatory risks associated with different types of AI systems.

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About the Project

This is a tool to map the legal and regulatory risks associated with different types of AI systems.

The result is a small app called AI Governance Risk Radar. If you’d like to try it: https://lnkd.in/evPqn4pS

You select the type of AI system you are building (for example a customer-facing chatbot, recommender system, or foundation model), and the tool generates:

  • A visual risk map across key regulatory domains;
  • A heatmap showing how different AI systems compare;
  • A breakdown of relevant legal risk areas (privacy, AI regulation, consumer protection, competition, IP, etc.); and
  • A short compliance checklist to consider early in development.

It’s obviously a prototype, but it’s a useful illustration of something interesting: domain experts can now prototype practical tools extremely quickly.

For lawyers and compliance teams, that opens up a lot of possibilities.

Practice Areas

Key Features

You select the type of AI system you are building (for example a customer-facing chatbot, recommender system, or foundation model), and the tool generates:

  • A visual risk map across key regulatory domains;
  • A heatmap showing how different AI systems compare;
  • A breakdown of relevant legal risk areas (privacy, AI regulation, consumer protection, competition, IP, etc.); and
  • A short compliance checklist to consider early in development.

About the Creator

LM
Larissa Meredith-Flister
Solicitor
LinkedIn