§ The result
4 points separate iCIMS and BrightHire.
iCIMS (ATS-integrated) edges BrightHire (Screening) by 4 points under rubric v1.0, 55 to 51. iCIMS leads 3 of the 7 criteria, including Bias Audit Transparency, while BrightHire leads 2, including Data Governance Disclosure, and 2 are level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — BrightHire 50, iCIMS 68 — and at an 18% weight it carries 68% of the weighted advantage iCIMS holds across the 3 criteria on that side of the table.
Vendor profile
BrightHire
BrightHire is an interview intelligence platform that records, transcribes and analyzes hiring interviews into competency-structured notes and ATS scorecards, and additionally runs AI-led screening interviews (BrightHire Screen) that score and rank candidates against customer-defined rubrics.
Vendor profile
iCIMS
Enterprise talent-acquisition / applicant tracking platform (the iCIMS Talent Cloud) that adds optional AI features - Candidate Ranking, Talent Match, and a GPT-powered Copilot - to source, rank, and engage candidates.
§ The record
BrightHire is filed under Screening AI, iCIMS under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773 and Colorado AI Act. Only BrightHire is in scope of Mobley v. Workday.
| Record | BrightHire | iCIMS |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 2000 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 58% of the movement so far
Bias Audit Transparency
BrightHire 50 · iCIMS 68
3.2 weighted points to iCIMS
20% weight · 80% of the movement so far
Article 11 Technical Documentation
BrightHire 52 · iCIMS 58
1.2 weighted points to iCIMS
15% weight · 90% of the movement so far
Data Governance Disclosure
BrightHire 60 · iCIMS 56
0.6 weighted points to BrightHire
15% weight · 96% of the movement so far
FRIA Support
BrightHire 36 · iCIMS 38
0.3 weighted points to iCIMS
12% weight · 100% of the movement so far
Human Oversight Design
BrightHire 60 · iCIMS 58
0.2 weighted points to BrightHire
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to -3.9 — the difference between the two totals before either is rounded. Shares are of 5.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -4 beside that -3.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BrightHire minus iCIMS.
| Category | Weight | BrightHire | iCIMS | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 52 | 58 | -6 | -1.2 |
| Bias Audit Transparency | 18% | 50 | 68 | -18 | -3.2 |
| FRIA Support | 15% | 36 | 38 | -2 | -0.3 |
| Data Governance Disclosure | 15% | 60 | 56 | +4 | +0.6 |
| Human Oversight Design | 12% | 60 | 58 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 42 | 42 | - | - |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 51 (F) | 55 (F) | -4 | -3.9 |
§ Evidence
Cited sources and documented absences, criterion by criterion.
An absence is a finding, not a blank: the reviewer looked for a named artefact and recorded that it is not located. Where a source sits is a fact about hosting only.
| Criterion | Weight | BrightHire | iCIMS | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 3 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 16 | 7 | Audit reportSources on the vendor's own domain | 21 | 3 | Audit reportSources on the vendor's own domain |
BrightHire has 23 evidence rows across 7 of 7 criteria — 16 with a source URL, 7 documented absences; iCIMS has 24 evidence rows across 7 of 7 criteria — 21 with a source URL, 3 documented absences.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 23 for BrightHire, across 2 distinct source domains, and 24 for iCIMS, across 2 distinct source domains.
- Rubric
- v1.0
- BrightHire last reviewed
- August 2, 2026 · HireAIScore editorial team
- iCIMS last reviewed
- June 7, 2026 · HireAIScore editorial team
HireAIScore scores are editorial research, not legal advice, and no vendor pays for placement, scoring or removal — see the methodology, conflicts policy and terms.
§ Where next