AI governance

Designing human-in-the-loop AI workflows

Human-in-the-loop is not simply adding an approval step after AI. It is the deliberate design of responsibility across the entire workflow.

Define accountability

Name the person responsible for the outcome.

Use risk, confidence and exception rules to route review.

Reviewers need context and source material, not only an answer.

Capture why people disagree to improve process and performance.

We can help you move from operating problem to practical change.