§ The result
Cornerstone OnDemand leads Jobma by 7 points.
Cornerstone OnDemand scores 56 and Jobma 49 under rubric v1.0, a 7-point gap across the ATS-integrated and Video interview cohorts. Cornerstone OnDemand leads 4 of the 7 criteria, including Article 11 Technical Documentation, while Jobma leads 2, including Human Oversight Design, and 1 is level. Cornerstone OnDemand takes the heaviest weighted swing, Article 11 Technical Documentation at 20% (Cornerstone OnDemand 72, Jobma 55), which is 46% of the weighted advantage Cornerstone OnDemand holds; the widest raw gap is a different criterion, Bias Audit Transparency, Cornerstone OnDemand 58 to Jobma 40.
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
Jobma
AI video interviewing platform offering one-way (pre-recorded), live, and agentic AI interviews with automated transcription and AI scoring of candidate video, audio, and written responses as recruiter decision-support.
§ The record
Cornerstone OnDemand is filed under ATS-integrated AI, Jobma under Video interview AI. They also share 1 secondary category: Assessment.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Cornerstone OnDemand | Jobma |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 1999 | 2012 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 42% of the movement so far
Article 11 Technical Documentation
Cornerstone OnDemand 72 · Jobma 55
3.4 weighted points to Cornerstone OnDemand
18% weight · 82% of the movement so far
Bias Audit Transparency
Cornerstone OnDemand 58 · Jobma 40
3.2 weighted points to Cornerstone OnDemand
15% weight · 89% of the movement so far
Data Governance Disclosure
Cornerstone OnDemand 60 · Jobma 56
0.6 weighted points to Cornerstone OnDemand
12% weight · 97% of the movement so far
Human Oversight Design
Cornerstone OnDemand 55 · Jobma 60
0.6 weighted points to Jobma
8% weight · 99% of the movement so far
Customer Documentation
Cornerstone OnDemand 60 · Jobma 62
0.2 weighted points to Jobma
12% weight · 100% of the movement so far
Post-Market Monitoring
Cornerstone OnDemand 45 · Jobma 44
0.1 weighted points to Cornerstone OnDemand
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +6.6 — the difference between the two totals before either is rounded. Shares are of 8.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +7 beside that +6.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus Jobma.
| Category | Weight | Cornerstone OnDemand | Jobma | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 55 | +17 | +3.4 |
| Bias Audit Transparency | 18% | 58 | 40 | +18 | +3.2 |
| FRIA Support | 15% | 35 | 35 | - | - |
| Data Governance Disclosure | 15% | 60 | 56 | +4 | +0.6 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 45 | 44 | +1 | +0.1 |
| Customer Documentation | 8% | 60 | 62 | -2 | -0.2 |
| Total | 100% | 56 (F) | 49 (F) | +7 | +6.6 |
§ 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 | Jobma | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Audit reportSources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 1 | 1 | — |
| 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 | 2 | 1 | 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 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 15 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 17 | 4 | Sources on the vendor's own domain |
Cornerstone OnDemand has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; Jobma has 21 evidence rows across 7 of 7 criteria — 17 with a source URL, 4 documented absences; some documentation or audit rows for Cornerstone OnDemand sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 41 evidence rows on file for these two vendors: 20 for Cornerstone OnDemand, across 2 distinct source domains, and 21 for Jobma, across 1 distinct source domain.
- Rubric
- v1.0
- Cornerstone OnDemand last reviewed
- June 7, 2026 · HireAIScore editorial team
- Jobma last reviewed
- July 17, 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