Risk & Mitigation
Algorithmic bias, privacy breaches, widening inequality, over-reliance, teacher resistance — and how to mitigate each.
Risk Register Template
Rate likelihood and impact for each pre-loaded AI-in-education risk. View the heat map, sort by risk score, filter by category, and add your own custom risks.
Risk Heat Map
Mitigation Strategy Picker
Explore mitigation strategies for each risk category, select your top risks, and generate a prioritised action plan with quick wins, medium-term actions, and long-term investments.
Select Top Risks for Action Plan
0 selectedPrioritised Mitigation Action Plan
Effort vs Impact Matrix
Key Insight
Risk management in AI education isn't about avoiding all risk — it's about making informed decisions about which risks to accept, which to mitigate, and which to avoid entirely. The biggest risk of all may be doing nothing: schools that don't engage with AI risk preparing students for a world that no longer exists.