Side-by-side · Rubric v1.0
Cornerstone OnDemand vs Rippling
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.
Substantial gaps
ATS-integrated
Rippling
Rippling Recruiting is an applicant tracking system within Rippling's all-in-one HR/IT/finance platform that uses AI to review and screen job applications, summarize interviewer feedback, transcribe video interviews, flag application fraud, and automate interview scheduling.
Substantial gaps
ATS-integrated
The result
Cornerstone OnDemand and Rippling tie at 56.
Cornerstone OnDemand and Rippling tie at 56 under rubric v1.0 inside the ATS-integrated cohort, arriving there from different criteria. Cornerstone OnDemand leads 1 of the 7 criteria and Rippling 6, yet the two totals land on the same number. One criterion, Bias Audit Transparency, is both the widest raw gap (Cornerstone OnDemand 58, Rippling 42) and the heaviest weighted swing, and at 18% weight it makes up 100% of the weighted advantage Cornerstone OnDemand holds across the 1 criterion it leads.
Criteria won
7 criteria
- Cornerstone OnDemand1
- Rippling6
- Widest raw gap
- Bias Audit Transparency58 vs 42
- Heaviest weighted swing
- Bias Audit Transparency18% weight
Keep this comparison
Both scores and all 7 criteria, side by side, in your inbox.
The record
Categories, scope and company facts.
Cornerstone OnDemand and Rippling are both filed under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of
Only Cornerstone OnDemand is in scope of
| Record | Cornerstone OnDemand | Rippling |
|---|---|---|
| Price tier | Enterprise | High |
| Headquarters | US | US |
| Founded | 1999 | 2016 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight45% of the movement so far
Cornerstone OnDemand58Rippling422.9 weighted points to Cornerstone OnDemand
- 2
FRIA Support
15% weight69% of the movement so far
Cornerstone OnDemand35Rippling451.5 weighted points to Rippling
- 3
Data Governance Disclosure
15% weight79% of the movement so far
Cornerstone OnDemand60Rippling640.6 weighted points to Rippling
- 4
Human Oversight Design
12% weight88% of the movement so far
Cornerstone OnDemand55Rippling600.6 weighted points to Rippling
- 5
Customer Documentation
8% weight93% of the movement so far
Cornerstone OnDemand60Rippling640.3 weighted points to Rippling
- 6
Post-Market Monitoring
12% weight97% of the movement so far
Cornerstone OnDemand45Rippling470.2 weighted points to Rippling
- 7
Article 11 Technical Documentation
20% weight100% of the movement so far
Cornerstone OnDemand72Rippling730.2 weighted points to Rippling
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -0.6 — the difference between the two totals before either is rounded. Shares are of 6.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that -0.6.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Cornerstone OnDemand minus Rippling, coloured for whichever of the two it favours.
| Category | Weight | Cornerstone OnDemand | Rippling | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 72 | 73 | -1 | -0.2 |
| Bias Audit Transparency | 18% | 58 | 42 | +16 | +2.9 |
| FRIA Support | 15% | 35 | 45 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 60 | 64 | -4 | -0.6 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 45 | 47 | -2 | -0.2 |
| Customer Documentation | 8% | 60 | 64 | -4 | -0.3 |
| Total | 100% | 56F | 56F | - | -0.6 |
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 | Rippling | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Audit reportSources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| 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 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 0 | Sources on the vendor's own domain | 2 | 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 | 12 | 1 | Audit reportSources 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; Rippling has 13 evidence rows across 7 of 7 criteria — 12 with a source URL, 1 documented absence; 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 33 evidence rows on file for these two vendors: 20 for Cornerstone OnDemand, across 2 distinct source domains, and 13 for Rippling, across 1 distinct source domain.
- Rubric
- v1.0
- Cornerstone OnDemand last reviewed
- June 7, 2026 · HireAIScore editorial team
- Rippling last reviewed
- July 17, 2026 · HireAIScore editorial team
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