§ The result
Cornerstone OnDemand leads ConverzAI by 12 points.
Cornerstone OnDemand sits 12 points above ConverzAI under rubric v1.0 — 56 against 44 — with Cornerstone OnDemand filed under ATS-integrated and ConverzAI under Screening. ConverzAI takes 2 of the 7 criteria, Bias Audit Transparency among them, against 5 for Cornerstone OnDemand, whose share includes Article 11 Technical Documentation. One criterion, Article 11 Technical Documentation, is both the widest raw gap (ConverzAI 30, Cornerstone OnDemand 72) and the heaviest weighted swing, and at 20% weight it makes up 58% of the weighted advantage Cornerstone OnDemand holds across the 5 criteria it leads.
Vendor profile
ConverzAI
ConverzAI's Virtual Recruiter is an agentic voice, SMS and email AI agent for staffing firms. It contacts applicants within minutes, runs role-specific screening interviews, scores candidates' fit to open jobs and updates the firm's ATS.
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.
§ The record
ConverzAI is filed under Screening AI, Cornerstone OnDemand under ATS-integrated AI. They also share 1 secondary category: Sourcing.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Cornerstone OnDemand is in scope of Mobley v. Workday.
| Record | ConverzAI | Cornerstone OnDemand |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 1999 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 48% of the movement so far
Article 11 Technical Documentation
ConverzAI 30 · Cornerstone OnDemand 72
8.4 weighted points to Cornerstone OnDemand
15% weight · 65% of the movement so far
Data Governance Disclosure
ConverzAI 40 · Cornerstone OnDemand 60
3.0 weighted points to Cornerstone OnDemand
18% weight · 79% of the movement so far
Bias Audit Transparency
ConverzAI 72 · Cornerstone OnDemand 58
2.5 weighted points to ConverzAI
12% weight · 86% of the movement so far
Human Oversight Design
ConverzAI 45 · Cornerstone OnDemand 55
1.2 weighted points to Cornerstone OnDemand
8% weight · 92% of the movement so far
Customer Documentation
ConverzAI 45 · Cornerstone OnDemand 60
1.2 weighted points to Cornerstone OnDemand
15% weight · 97% of the movement so far
FRIA Support
ConverzAI 30 · Cornerstone OnDemand 35
0.8 weighted points to Cornerstone OnDemand
12% weight · 100% of the movement so far
Post-Market Monitoring
ConverzAI 50 · Cornerstone OnDemand 45
0.6 weighted points to ConverzAI
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -11.4 — the difference between the two totals before either is rounded. Shares are of 17.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -12 beside that -11.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ConverzAI minus Cornerstone OnDemand.
| Category | Weight | ConverzAI | Cornerstone OnDemand | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 72 | -42 | -8.4 |
| Bias Audit Transparency | 18% | 72 | 58 | +14 | +2.5 |
| FRIA Support | 15% | 30 | 35 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 40 | 60 | -20 | -3.0 |
| Human Oversight Design | 12% | 45 | 55 | -10 | -1.2 |
| Post-Market Monitoring | 12% | 50 | 45 | +5 | +0.6 |
| Customer Documentation | 8% | 45 | 60 | -15 | -1.2 |
| Total | 100% | 44 (F) | 56 (F) | -12 | -11.4 |
§ 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 | ConverzAI | Cornerstone OnDemand | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on a separate domain | 3 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 6 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domainSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Audit reportSources on a separate domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 15 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
ConverzAI has 30 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; Cornerstone OnDemand has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences; some documentation or audit rows for ConverzAI and Cornerstone OnDemand sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 30 for ConverzAI, across 3 distinct source domains, and 20 for Cornerstone OnDemand, across 2 distinct source domains.
- Rubric
- v1.0
- ConverzAI last reviewed
- September 25, 2026 · HireAIScore editorial team
- Cornerstone OnDemand last reviewed
- June 7, 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