§ The result
ADP leads Manatal by 7 points.
ADP scores 48 and Manatal 41 under rubric v1.0 — a 7-point gap inside the ATS-integrated cohort. ADP leads 4 of the 7 criteria, including Bias Audit Transparency, while Manatal leads 3, including FRIA Support. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — ADP 46, Manatal 22 — and at an 18% weight it carries 46% of the weighted advantage ADP holds across the 4 criteria on that side of the table.
Vendor profile
ADP
ADP is an enterprise human capital management and payroll provider whose recruiting suite uses AI to parse, rank, and match job applicants via its Candidate Relevancy tool, ADP Assist generative-AI assistant/job-description generator, and skills intelligence.
Vendor profile
Manatal
Cloud-based applicant tracking system and recruitment CRM for agencies and HR teams, featuring an AI engine that scores and ranks candidates against job requirements and an asynchronous AI video Interviewer.
§ The record
ADP and Manatal are both filed under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Manatal is in scope of Mobley v. Workday.
| Record | ADP | Manatal |
|---|---|---|
| Price tier | Enterprise | Low |
| Headquarters | US | TH |
| Founded | 1949 | 2019 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 39% of the movement so far
Bias Audit Transparency
ADP 46 · Manatal 22
4.3 weighted points to ADP
20% weight · 76% of the movement so far
Article 11 Technical Documentation
ADP 53 · Manatal 33
4.0 weighted points to ADP
15% weight · 83% of the movement so far
FRIA Support
ADP 28 · Manatal 33
0.8 weighted points to Manatal
15% weight · 89% of the movement so far
Data Governance Disclosure
ADP 57 · Manatal 52
0.8 weighted points to ADP
12% weight · 95% of the movement so far
Human Oversight Design
ADP 55 · Manatal 60
0.6 weighted points to Manatal
8% weight · 98% of the movement so far
Customer Documentation
ADP 58 · Manatal 62
0.3 weighted points to Manatal
12% weight · 100% of the movement so far
Post-Market Monitoring
ADP 45 · Manatal 43
0.2 weighted points to ADP
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +7.6 — the difference between the two totals before either is rounded. Shares are of 11.0 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 +7.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is ADP minus Manatal.
| Category | Weight | ADP | Manatal | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 53 | 33 | +20 | +4.0 |
| Bias Audit Transparency | 18% | 46 | 22 | +24 | +4.3 |
| FRIA Support | 15% | 28 | 33 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 57 | 52 | +5 | +0.8 |
| Human Oversight Design | 12% | 55 | 60 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 45 | 43 | +2 | +0.2 |
| Customer Documentation | 8% | 58 | 62 | -4 | -0.3 |
| Total | 100% | 48 (F) | 41 (F) | +7 | +7.6 |
§ 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 | ADP | Manatal | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| 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% | 4 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 18 | 5 | Sources on the vendor's own domain | 15 | 5 | Sources on the vendor's own domain |
ADP has 23 evidence rows across 7 of 7 criteria — 18 with a source URL, 5 documented absences; Manatal has 20 evidence rows across 7 of 7 criteria — 15 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 43 evidence rows on file for these two vendors: 23 for ADP, across 2 distinct source domains, and 20 for Manatal, across 1 distinct source domain.
- Rubric
- v1.0
- ADP last reviewed
- July 17, 2026 · HireAIScore editorial team
- Manatal 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