Company Gamma
Report
Draftv0.4 · Generated Oct 6, 2026 · Prepared by R. HaldaneDemo · Sample investigation
Executive summary
Company Gamma's fairness and disclosure claims are contradicted by controlled observation.
7 claims were examined against 58 evidence items. 1 are verified, 3 are contradicted and 3 remain unresolved. 4 require human review.
- Claims
- 7
- Verified
- 1
- Contradicted
- 3
- Unresolved
- 3
Verified findings
1Contradictions
3- ContradictedCLM-401Hiring recommendations are free of gender bias.Public fairness statement · 0 supporting, 2 contradicting
- ContradictedCLM-402Candidates are told when AI is used in screening.Careers page · 0 supporting, 1 contradicting
- ContradictedCLM-403Rejection reasons are available on request.Candidate charter · 0 supporting, 1 contradicting
Unresolved questions
7Claims not yet settled
- Insufficient evidenceCLM-404The screening model is audited annually by an independent party.Sustainability report · 1 supporting, 0 contradicting
- UnresolvedCLM-405Candidate data is deleted after twelve months.Privacy notice · 0 supporting, 0 contradicting
- Partially verifiedCLM-406Recruiters can override any AI ranking.Product documentation · 1 supporting, 0 contradicting
Open questions
- 01Who performs the annual audit, and where is the report?
- 02Why were reason requests left unanswered?
- 03How is the gender disparity explained?
- 04What is the real retention period for candidate data?
Evidence gaps
3- CLM-405No evidence linked to this claim.
- CLM-404Evidence strength 20%. More independent sources needed.
- EV-0404Rejection email samples. Flagged for integrity review.
Required organizational contrast
5- CLM-401Explain the evidence that contradicts: “Hiring recommendations are free of gender bias.”
- CLM-402Explain the evidence that contradicts: “Candidates are told when AI is used in screening.”
- CLM-403Explain the evidence that contradicts: “Rejection reasons are available on request.”
- CLM-404Provide records supporting: “The screening model is audited annually by an independent party.”
- CLM-405Provide records supporting: “Candidate data is deleted after twelve months.”
Internal verification recommended
Recommended once the organization authorizes access.
- Screening model evaluation by gender marker
- Retention logs for candidate data
Human review
6- EscalatedCLM-401Hiring recommendations are free of gender bias.R. Haldane
- EscalatedCLM-402Candidates are told when AI is used in screening.R. Haldane
- In reviewCLM-403Rejection reasons are available on request.M. Ortega
- Not assignedCLM-404The screening model is audited annually by an independent party.Not assigned
- Not assignedCLM-405Candidate data is deleted after twelve months.Not assigned
- In reviewCLM-406Recruiters can override any AI ranking.M. Ortega
Evidence appendix
58- EV-0401Matched résumé test, set A7fae998c1f…Intact
- EV-0402Matched résumé test, set B2053085e6c…Intact
- EV-0403Application flow capture4d7e2e1e7a…Intact
- EV-0404Rejection email samples69064cfa28…Flagged
- EV-0405Sustainability report excerpt1666cab839…Intact
- EV-0406Recruiter console documentation2b046bd654…Intact
Showing 6 of 58 items. The full appendix is included in the exported report.