Reproduce with confidence

Replay Management

Reproduce and review important AI workflow executions using the evidence available at the time of the original run. Replay Management supports safer investigations, validation, and post-incident learning without treating a replay as a production retry.

Capabilities

Historical execution review
Governed replay requests
Evaluation and comparison evidence
Drift and regression investigation
Replay lifecycle visibility

Business value

Improve incident investigation
Validate changes against historical evidence
Reduce repeated production failures
Create a defensible record of review

Supported integrations

Works with your existing AI estate.

Kavach StudioREST APIsMCP clientsEvaluation workflows

Kavach Enterprise builds on the same open APIs and integration surfaces as Kavach OSS.

Compare Kavach OSS and Enterprise