§ The result
TalentLens leads Ceipal by 11 points.
TalentLens, filed under Assessment, comes out 11 points above Ceipal, filed under ATS-integrated: 46 against 35 under rubric v1.0. TalentLens leads 6 of the 7 criteria, including Bias Audit Transparency, while Ceipal leads 1, including Post-Market Monitoring. Even Bias Audit Transparency, the widest raw gap and the heaviest weighted swing (Ceipal 20, TalentLens 45, 18% weight), is only 38% of the weighted advantage TalentLens builds across the 6 criteria it leads.
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
TalentLens
TalentLens, Pearson's workplace psychometrics brand, publishes the Watson-Glaser critical-thinking test, Raven's Adaptive, BMCT-II and DAT Next Generation, which candidates take online and which are scored automatically against norm groups to produce percentile-based reports for hiring and development.
§ The record
Ceipal is filed under ATS-integrated AI, TalentLens under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only TalentLens is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Ceipal | TalentLens |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | GB |
| Founded | 2015 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 35% of the movement so far
Bias Audit Transparency
Ceipal 20 · TalentLens 45
4.5 weighted points to TalentLens
20% weight · 70% of the movement so far
Article 11 Technical Documentation
Ceipal 30 · TalentLens 52
4.4 weighted points to TalentLens
12% weight · 81% of the movement so far
Human Oversight Design
Ceipal 46 · TalentLens 57
1.3 weighted points to TalentLens
15% weight · 86% of the movement so far
FRIA Support
Ceipal 25 · TalentLens 30
0.8 weighted points to TalentLens
12% weight · 92% of the movement so far
Post-Market Monitoring
Ceipal 38 · TalentLens 32
0.7 weighted points to Ceipal
15% weight · 97% of the movement so far
Data Governance Disclosure
Ceipal 46 · TalentLens 50
0.6 weighted points to TalentLens
8% weight · 100% of the movement so far
Customer Documentation
Ceipal 53 · TalentLens 58
0.4 weighted points to TalentLens
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -11.3 — the difference between the two totals before either is rounded. Shares are of 12.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -11 beside that -11.3.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Ceipal minus TalentLens.
| Category | Weight | Ceipal | TalentLens | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 52 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 20 | 45 | -25 | -4.5 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 46 | 50 | -4 | -0.6 |
| Human Oversight Design | 12% | 46 | 57 | -11 | -1.3 |
| Post-Market Monitoring | 12% | 38 | 32 | +6 | +0.7 |
| Customer Documentation | 8% | 53 | 58 | -5 | -0.4 |
| Total | 100% | 35 (F) | 46 (F) | -11 | -11.3 |
§ 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 | TalentLens | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 1 | 1 | — | 3 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 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 | 4 | 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 domainSources on a separate domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 7 | Sources on the vendor's own domain | 24 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Ceipal has 20 evidence rows across 7 of 7 criteria — 13 with a source URL, 7 documented absences; TalentLens has 29 evidence rows across 7 of 7 criteria — 24 with a source URL, 5 documented absences; some documentation or audit rows for TalentLens sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 49 evidence rows on file for these two vendors: 20 for Ceipal, across 1 distinct source domain, and 29 for TalentLens, across 3 distinct source domains.
- Rubric
- v1.0
- Ceipal last reviewed
- July 17, 2026 · HireAIScore editorial team
- TalentLens 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