§ The result
iCIMS leads Ceipal on all 7 criteria.
iCIMS finishes 20 points clear of Ceipal inside the ATS-integrated cohort under rubric v1.0: 55 against 35. iCIMS leads every one of the 7 criteria, Ceipal none of them, and the closest of the 7 is Post-Market Monitoring, Ceipal 38 to iCIMS 42. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Ceipal 20, iCIMS 68 — and at an 18% weight it carries 42% of the weighted advantage iCIMS holds across the 7 criteria on that side of the table.
Vendor profile
Ceipal
AI-powered applicant tracking and workforce-management platform for staffing firms that sources, matches, and ranks candidates on a 1-to-100 scale against job requirements.
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
Ceipal and iCIMS are both filed under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only iCIMS is in scope of Illinois HB 3773.
| Record | Ceipal | iCIMS |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2015 | 2000 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 42% of the movement so far
Bias Audit Transparency
Ceipal 20 · iCIMS 68
8.6 weighted points to iCIMS
20% weight · 70% of the movement so far
Article 11 Technical Documentation
Ceipal 30 · iCIMS 58
5.6 weighted points to iCIMS
15% weight · 80% of the movement so far
FRIA Support
Ceipal 25 · iCIMS 38
1.9 weighted points to iCIMS
15% weight · 87% of the movement so far
Data Governance Disclosure
Ceipal 46 · iCIMS 56
1.5 weighted points to iCIMS
12% weight · 94% of the movement so far
Human Oversight Design
Ceipal 46 · iCIMS 58
1.4 weighted points to iCIMS
8% weight · 98% of the movement so far
Customer Documentation
Ceipal 53 · iCIMS 62
0.7 weighted points to iCIMS
12% weight · 100% of the movement so far
Post-Market Monitoring
Ceipal 38 · iCIMS 42
0.5 weighted points to iCIMS
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -20.3 — the difference between the two totals before either is rounded. Shares are of 20.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -20 beside that -20.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus iCIMS.
| Category | Weight | Ceipal | iCIMS | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 58 | -28 | -5.6 |
| Bias Audit Transparency | 18% | 20 | 68 | -48 | -8.6 |
| FRIA Support | 15% | 25 | 38 | -13 | -1.9 |
| Data Governance Disclosure | 15% | 46 | 56 | -10 | -1.5 |
| Human Oversight Design | 12% | 46 | 58 | -12 | -1.4 |
| Post-Market Monitoring | 12% | 38 | 42 | -4 | -0.5 |
| Customer Documentation | 8% | 53 | 62 | -9 | -0.7 |
| Total | 100% | 35 (F) | 55 (F) | -20 | -20.3 |
§ 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 | Ceipal | 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% | 1 | 1 | — | 3 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 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% | 3 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Sources on the vendor's own domain | 21 | 3 | Audit reportSources on the vendor's own domain |
Ceipal has 20 evidence rows across 7 of 7 criteria — 13 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 44 evidence rows on file for these two vendors: 20 for Ceipal, across 1 distinct source domain, and 24 for iCIMS, across 2 distinct source domains.
- Rubric
- v1.0
- Ceipal last reviewed
- July 17, 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