AI output
C-014 extracted
C-019 extracted
C-021 extracted
Find the claims reviewers miss.
Break long AI output into checkable claims with IDs and source context.
- Facts and citations separated
- Offsets kept for inspection
Review claims before AI output moves forward.
Kivo turns captured AI outputs into atomic claims, source spans, and an evidence-backed review brief for human judgment.
Evidence first
Every observation links to claims and sources.
Audit ready
Verifier metadata and request IDs stored.
Human in control
Reviewers make the decisions.
Review brief
Gate verdict:needs review
Unsupported claims3
Source coverage82%
Unsupported claims
C-014The refund window is 60 days from purchase.No supporting source
C-019Free returns are available for all international orders.No supporting source
C-021Premium members receive a 3-year warranty.No supporting source
Citation issues
C-007Cites Policy v2 (Source 3), but Source 3 does not support this claim.Citation mismatch
C-011Cites Source 5, which was not provided.Citation missing
Source spans
S-08Refunds are available within 30 days of delivery. Returns Policy v2.Supports C-002
S-12Warranties on hardware products last 1 year. Hardware Warranty Guide.Supports C-018
C-014No supporting source
C-007Citation mismatch
S-08Supports C-002
Show what the sources support.
Put the evidence beside the claim so reviewers can judge quickly.
- Source spans beside claims
- Unsupported claims stay visible
Review brief
needs reviewGive reviewers the brief.
Turn verification results into a focused review brief, not a log dump.
- Issues grouped by risk
- Claim and source IDs preserved
1allow
2review
3repair
4block
Route risky outputs before they ship.
Send uncertain work to people before it reaches a downstream workflow.
- Allow, review, repair, or block
- Humans keep final authority
How it works
A simple flow that keeps humans in control.
1
Capture
Import the AI output and its supplied sources.
2
Extract
Split the output into atomic claims.
3
Verify
Check each claim against source spans.
4
Review
Humans decide what moves forward.
Developer-first by design
Clean APIs, webhooks, and comprehensive docs to integrate Kivo into your existing workflows.