§ The result
Cornerstone OnDemand leads Recruiterflow by 20 points.
The ATS-integrated cohort pairing of Cornerstone OnDemand and Recruiterflow comes out 56 to 36 under rubric v1.0, a 20-point lead for Cornerstone OnDemand. The 7 criteria split 6 to 1 in favour of Cornerstone OnDemand: Cornerstone OnDemand is ahead on Article 11 Technical Documentation and Recruiterflow on Human Oversight Design. Bias Audit Transparency is the widest raw gap (Cornerstone OnDemand 58, Recruiterflow 18) but not the heaviest weighted swing, which is Article 11 Technical Documentation at 20% (Cornerstone OnDemand 72, Recruiterflow 33), 39% of the weighted advantage Cornerstone OnDemand builds 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
Recruiterflow
Recruiterflow is an ATS and CRM for recruiting agencies and executive search firms. Its AIRA AI layer ranks candidates already in a firm's database against each job with an explainable 0–100 Criteria Score (AIRA Matchmaker, shown as the 'AI Matches' card), and adds natural-language candidate search, external profile sourcing and an AI call notetaker that fills in interview scorecards.
§ The record
Cornerstone OnDemand and Recruiterflow are both filed under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Cornerstone OnDemand is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Cornerstone OnDemand | Recruiterflow |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | US |
| Founded | 1999 | 2017 |
§ 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 · Recruiterflow 33
7.8 weighted points to Cornerstone OnDemand
18% weight · 74% of the movement so far
Bias Audit Transparency
Cornerstone OnDemand 58 · Recruiterflow 18
7.2 weighted points to Cornerstone OnDemand
15% weight · 86% of the movement so far
Data Governance Disclosure
Cornerstone OnDemand 60 · Recruiterflow 44
2.4 weighted points to Cornerstone OnDemand
12% weight · 93% of the movement so far
Post-Market Monitoring
Cornerstone OnDemand 45 · Recruiterflow 33
1.4 weighted points to Cornerstone OnDemand
15% weight · 97% of the movement so far
FRIA Support
Cornerstone OnDemand 35 · Recruiterflow 30
0.8 weighted points to Cornerstone OnDemand
12% weight · 98% of the movement so far
Human Oversight Design
Cornerstone OnDemand 55 · Recruiterflow 58
0.4 weighted points to Recruiterflow
8% weight · 100% of the movement so far
Customer Documentation
Cornerstone OnDemand 60 · Recruiterflow 56
0.3 weighted points to Cornerstone OnDemand
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +19.6 — the difference between the two totals before either is rounded. Shares are of 20.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +20 beside that +19.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus Recruiterflow.
| Category | Weight | Cornerstone OnDemand | Recruiterflow | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 33 | +39 | +7.8 |
| Bias Audit Transparency | 18% | 58 | 18 | +40 | +7.2 |
| FRIA Support | 15% | 35 | 30 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 60 | 44 | +16 | +2.4 |
| Human Oversight Design | 12% | 55 | 58 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 45 | 33 | +12 | +1.4 |
| Customer Documentation | 8% | 60 | 56 | +4 | +0.3 |
| Total | 100% | 56 (F) | 36 (F) | +20 | +19.6 |
§ 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 | Recruiterflow | ||||
|---|---|---|---|---|---|---|---|
| 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 | 3 | 1 | Sources on the vendor's own 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 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 7 | 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 domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 3 | 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 | 25 | 6 | 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; Recruiterflow has 31 evidence rows across 7 of 7 criteria — 25 with a source URL, 6 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 51 evidence rows on file for these two vendors: 20 for Cornerstone OnDemand, across 2 distinct source domains, and 31 for Recruiterflow, across 1 distinct source domain.
- Rubric
- v1.0
- Cornerstone OnDemand last reviewed
- June 7, 2026 · HireAIScore editorial team
- Recruiterflow 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