Side-by-side · Rubric v1.0
iCIMS vs Retorio
Side-by-side scores and evidence under the HireAIScore rubric v1.0. Click a vendor name to jump to the full profile and the cited evidence behind each score.
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.
55
FSubstantial gaps
Vendor profile
Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
44
FSubstantial gaps
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is iCIMS minus Retorio.
| Category | Weight | iCIMS | Retorio | Δ |
|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 50 | +8 |
| Bias Audit Transparency | 18% | 68 | 40 | +28 |
| FRIA Support | 15% | 38 | 30 | +8 |
| Data Governance Disclosure | 15% | 56 | 52 | +4 |
| Human Oversight Design | 12% | 58 | 52 | +6 |
| Post-Market Monitoring | 12% | 42 | 33 | +9 |
| Customer Documentation | 8% | 62 | 50 | +12 |
| Total | 100% | 55 (F) | 44 (F) | +11 |
§ Evidence summary
Evidence count
iCIMS
24 rows across 7 categories
- documentation
- 16
- audit report
- 3
- public statement
- 2
- absence
- 3
Evidence count
Retorio
22 rows across 7 categories
- documentation
- 11
- absence
- 6
- public statement
- 2
- audit report
- 2
- integration
- 1