Insights
How should employees review AI decisions?
Designing human review around risk, confidence, exceptions, and accountability.
The short answer
Review effort should match consequence. High-impact or uncertain actions need explicit approval, while lower-risk work can be sampled and monitored. Review queues should show context, sources, and a clear correction path.
What to do next
Map the current workflow before selecting a tool. Record who owns it, how often it happens, where information comes from, what can go wrong, and how success would be measured. That turns a broad AI idea into a business decision.