§ The result
Cegid leads Cappfinity on all 7 criteria.
Cegid scores 45 and Cappfinity 40 under rubric v1.0, a 5-point gap across the ATS-integrated and Assessment cohorts. Cegid is ahead of Cappfinity on all 7 criteria but on none of them by as much as 20 raw points, the closest being Bias Audit Transparency at Cappfinity 28 to Cegid 30. One criterion, Article 11 Technical Documentation, is both the widest raw gap (Cappfinity 36, Cegid 50) and the heaviest weighted swing, and at 20% weight it makes up 53% of the weighted advantage Cegid holds across the 7 criteria it leads.
Vendor profile
Cappfinity
Cappfinity sells strengths-, skills- and cognitive-reasoning assessments, task-based job simulations, a digital assessment centre and an asynchronous video interview platform with optional AI-assisted scoring, and is used mainly for graduate and early-careers hiring.
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.
§ The record
Cappfinity is filed under Assessment AI, Cegid under ATS-integrated AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act and Colorado AI Act. Only Cappfinity is in scope of Mobley v. Workday.
| Record | Cappfinity | Cegid |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | GB | FR |
| Founded | 2005 | 1983 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 53% of the movement so far
Article 11 Technical Documentation
Cappfinity 36 · Cegid 50
2.8 weighted points to Cegid
15% weight · 64% of the movement so far
FRIA Support
Cappfinity 28 · Cegid 32
0.6 weighted points to Cegid
8% weight · 73% of the movement so far
Customer Documentation
Cappfinity 56 · Cegid 62
0.5 weighted points to Cegid
15% weight · 82% of the movement so far
Data Governance Disclosure
Cappfinity 52 · Cegid 55
0.4 weighted points to Cegid
18% weight · 89% of the movement so far
Bias Audit Transparency
Cappfinity 28 · Cegid 30
0.4 weighted points to Cegid
12% weight · 95% of the movement so far
Human Oversight Design
Cappfinity 52 · Cegid 55
0.4 weighted points to Cegid
12% weight · 100% of the movement so far
Post-Market Monitoring
Cappfinity 38 · Cegid 40
0.2 weighted points to Cegid
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -5.3 — the difference between the two totals before either is rounded. Shares are of 5.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -5 beside that -5.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cappfinity minus Cegid.
| Category | Weight | Cappfinity | Cegid | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 36 | 50 | -14 | -2.8 |
| Bias Audit Transparency | 18% | 28 | 30 | -2 | -0.4 |
| FRIA Support | 15% | 28 | 32 | -4 | -0.6 |
| Data Governance Disclosure | 15% | 52 | 55 | -3 | -0.4 |
| Human Oversight Design | 12% | 52 | 55 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 38 | 40 | -2 | -0.2 |
| Customer Documentation | 8% | 56 | 62 | -6 | -0.5 |
| Total | 100% | 40 (F) | 45 (F) | -5 | -5.3 |
§ 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 | Cappfinity | Cegid | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 6 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 3 | 1 | — |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 1 | Sources on the vendor's own domainSources on a separate domain | 6 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 6 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 6 | 1 | Sources on the vendor's own domainSources on a separate domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 29 | 7 | Sources on the vendor's own domainSources on a separate domain | 33 | 6 | Audit reportSources on the vendor's own domain |
Cappfinity has 36 evidence rows across 7 of 7 criteria — 29 with a source URL, 7 documented absences; Cegid has 39 evidence rows across 7 of 7 criteria — 33 with a source URL, 6 documented absences; some documentation or audit rows for Cappfinity sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 75 evidence rows on file for these two vendors: 36 for Cappfinity, across 6 distinct source domains, and 39 for Cegid, across 2 distinct source domains.
- Rubric
- v1.0
- Cappfinity last reviewed
- September 25, 2026 · HireAIScore editorial team
- Cegid last reviewed
- September 25, 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