§ The result
Cornerstone OnDemand leads TalentLens by 10 points.
Cornerstone OnDemand, filed under ATS-integrated, comes out 10 points above TalentLens, filed under Assessment: 56 against 46 under rubric v1.0. The 7 criteria split 6 to 1 in favour of Cornerstone OnDemand: Cornerstone OnDemand is ahead on Article 11 Technical Documentation and TalentLens on Human Oversight Design. The advantage Cornerstone OnDemand holds is spread out: Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing (Cornerstone OnDemand 72, TalentLens 52, 20% weight), yet it supplies only 39% of the weighted points Cornerstone OnDemand gains across the 6 criteria it leads.
Vendor profile
Cornerstone OnDemand
Cornerstone OnDemand is an enterprise talent-management and learning suite whose Cornerstone Galaxy platform uses AI-driven skills extraction and matching (including the acquired SkyHive Skills Models) to power recruiting, candidate screening, and workforce development.
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
Cornerstone OnDemand 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, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Cornerstone OnDemand | TalentLens |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | GB |
| Founded | 1999 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 38% of the movement so far
Article 11 Technical Documentation
Cornerstone OnDemand 72 · TalentLens 52
4.0 weighted points to Cornerstone OnDemand
18% weight · 60% of the movement so far
Bias Audit Transparency
Cornerstone OnDemand 58 · TalentLens 45
2.3 weighted points to Cornerstone OnDemand
12% weight · 75% of the movement so far
Post-Market Monitoring
Cornerstone OnDemand 45 · TalentLens 32
1.6 weighted points to Cornerstone OnDemand
15% weight · 89% of the movement so far
Data Governance Disclosure
Cornerstone OnDemand 60 · TalentLens 50
1.5 weighted points to Cornerstone OnDemand
15% weight · 96% of the movement so far
FRIA Support
Cornerstone OnDemand 35 · TalentLens 30
0.8 weighted points to Cornerstone OnDemand
12% weight · 98% of the movement so far
Human Oversight Design
Cornerstone OnDemand 55 · TalentLens 57
0.2 weighted points to TalentLens
8% weight · 100% of the movement so far
Customer Documentation
Cornerstone OnDemand 60 · TalentLens 58
0.2 weighted points to Cornerstone OnDemand
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +10.1 — the difference between the two totals before either is rounded. Shares are of 10.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +10 beside that +10.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus TalentLens.
| Category | Weight | Cornerstone OnDemand | TalentLens | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 52 | +20 | +4.0 |
| Bias Audit Transparency | 18% | 58 | 45 | +13 | +2.3 |
| FRIA Support | 15% | 35 | 30 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 60 | 50 | +10 | +1.5 |
| Human Oversight Design | 12% | 55 | 57 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 45 | 32 | +13 | +1.6 |
| Customer Documentation | 8% | 60 | 58 | +2 | +0.2 |
| Total | 100% | 56 (F) | 46 (F) | +10 | +10.1 |
§ 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 | Cornerstone OnDemand | TalentLens | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Audit reportSources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 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 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 15 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 24 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Cornerstone OnDemand has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 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 Cornerstone OnDemand and 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 Cornerstone OnDemand, across 2 distinct source domains, and 29 for TalentLens, across 3 distinct source domains.
- Rubric
- v1.0
- Cornerstone OnDemand last reviewed
- June 7, 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