§ The result
2 points separate Cegid and CodeSignal.
Cegid (ATS-integrated) edges CodeSignal (Assessment) by 2 points under rubric v1.0, 45 to 43. The 7 criteria split 4 to 1 in favour of Cegid, with 2 level: Cegid is ahead on Article 11 Technical Documentation and CodeSignal on Bias Audit Transparency. The widest raw gap and the heaviest weighted swing are the same criterion, Bias Audit Transparency, and CodeSignal holds it (Cegid 30, CodeSignal 45, 18% weight), worth 100% of the weighted advantage CodeSignal builds across the 1 criterion it leads.
Vendor profile
Cegid
Cegid's HR suite offers two recruiting lines: Cegid HR Talent Acquisition (ex-DigitalRecruiters), an ATS/CRM with CV parsing, scorecards, automated scoring and an AI conversational agent that pre-qualifies candidates on career sites and WhatsApp, and Cegid Talentsoft (now sold as Cegid HR Suite) recruiting, whose 'Recruiting Match' matches positions to candidates algorithmically.
Vendor profile
CodeSignal
CodeSignal is a technical skills assessment and interview platform for developer hiring that adds AI features including an AI Interviewer, AI-assisted/agentic coding assessments, and AI-plus-human proctoring.
§ The record
Cegid is filed under ATS-integrated AI, CodeSignal under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only CodeSignal is in scope of Mobley v. Workday.
| Record | Cegid | CodeSignal |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | FR | US |
| Founded | 1983 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 38% of the movement so far
Bias Audit Transparency
Cegid 30 · CodeSignal 45
2.7 weighted points to CodeSignal
20% weight · 71% of the movement so far
Article 11 Technical Documentation
Cegid 50 · CodeSignal 38
2.4 weighted points to Cegid
15% weight · 86% of the movement so far
FRIA Support
Cegid 32 · CodeSignal 25
1.1 weighted points to Cegid
15% weight · 97% of the movement so far
Data Governance Disclosure
Cegid 55 · CodeSignal 50
0.8 weighted points to Cegid
12% weight · 100% of the movement so far
Post-Market Monitoring
Cegid 40 · CodeSignal 38
0.2 weighted points to Cegid
Weighted delta is the raw difference times the criterion weight, so the 5 figures above sum to +1.7 — the difference between the two totals before either is rounded. Shares are of 7.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +2 beside that +1.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cegid minus CodeSignal.
| Category | Weight | Cegid | CodeSignal | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 50 | 38 | +12 | +2.4 |
| Bias Audit Transparency | 18% | 30 | 45 | -15 | -2.7 |
| FRIA Support | 15% | 32 | 25 | +7 | +1.1 |
| Data Governance Disclosure | 15% | 55 | 50 | +5 | +0.8 |
| Human Oversight Design | 12% | 55 | 55 | - | - |
| Post-Market Monitoring | 12% | 40 | 38 | +2 | +0.2 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 45 (F) | 43 (F) | +2 | +1.7 |
§ 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 | Cegid | CodeSignal | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 6 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 2 | 1 | Sources 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% | 6 | 1 | Audit reportSources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 5 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 33 | 6 | Audit reportSources on the vendor's own domain | 15 | 5 | Sources on the vendor's own domain |
Cegid has 39 evidence rows across 7 of 7 criteria — 33 with a source URL, 6 documented absences; CodeSignal has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 59 evidence rows on file for these two vendors: 39 for Cegid, across 2 distinct source domains, and 20 for CodeSignal, across 1 distinct source domain.
- Rubric
- v1.0
- Cegid last reviewed
- September 25, 2026 · HireAIScore editorial team
- CodeSignal 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