01
Claims first
Check what the model actually asserted.
About
Unsupported agent outputs should not become workflow actions.
Kivo shows which claims and commitments have supplied evidence, which need repair, and which should route to review.
Position
Claim-and-action checks for company-operated AI agents before workflows proceed.
Review run
Atomic claim
Source span
Principles
Keep it simple.
02
Actions bounded
Check what the agent is about to do before it proceeds.
03
Failures reused
Turn unsupported claims and commitments into fixes and future checks.
The first job is the source check.
Kivo checks the claim or proposed commitment, finds the evidence gap, and gives your team a clear gate verdict.
Kivo
Bring one real failure.
Send the agent output, the supplied evidence, and the unsupported claim or commitment you do not want repeated.