§ The result
2 points separate BambooHR and Manatal.
Within the ATS-integrated cohort, BambooHR edges Manatal by 2 points under rubric v1.0, 43 to 41. BambooHR leads 5 of the 7 criteria, including Article 11 Technical Documentation, while Manatal leads 1, including Human Oversight Design, and 1 is level. BambooHR takes the heaviest weighted swing, Article 11 Technical Documentation at 20% (BambooHR 42, Manatal 33), which is 48% of the weighted advantage BambooHR holds; the widest raw gap is a different criterion, Human Oversight Design, BambooHR 50 to Manatal 60.
Vendor profile
BambooHR
A cloud HR platform for small and mid-sized businesses combining an HRIS and applicant tracking with generative AI features such as AI-drafted job descriptions and a natural-language HR data assistant.
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
BambooHR and Manatal are both filed under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Manatal is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | BambooHR | Manatal |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | TH |
| Founded | 2008 | 2019 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 36% of the movement so far
Article 11 Technical Documentation
BambooHR 42 · Manatal 33
1.8 weighted points to BambooHR
12% weight · 61% of the movement so far
Human Oversight Design
BambooHR 50 · Manatal 60
1.2 weighted points to Manatal
18% weight · 82% of the movement so far
Bias Audit Transparency
BambooHR 28 · Manatal 22
1.1 weighted points to BambooHR
15% weight · 95% of the movement so far
Data Governance Disclosure
BambooHR 56 · Manatal 52
0.6 weighted points to BambooHR
15% weight · 98% of the movement so far
FRIA Support
BambooHR 34 · Manatal 33
0.1 weighted points to BambooHR
12% weight · 100% of the movement so far
Post-Market Monitoring
BambooHR 44 · Manatal 43
0.1 weighted points to BambooHR
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +2.5 — the difference between the two totals before either is rounded. Shares are of 5.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +2 beside that +2.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BambooHR minus Manatal.
| Category | Weight | BambooHR | Manatal | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 42 | 33 | +9 | +1.8 |
| Bias Audit Transparency | 18% | 28 | 22 | +6 | +1.1 |
| FRIA Support | 15% | 34 | 33 | +1 | +0.1 |
| Data Governance Disclosure | 15% | 56 | 52 | +4 | +0.6 |
| Human Oversight Design | 12% | 50 | 60 | -10 | -1.2 |
| Post-Market Monitoring | 12% | 44 | 43 | +1 | +0.1 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 43 (F) | 41 (F) | +2 | +2.5 |
§ 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 | BambooHR | 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% | 3 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 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% | 15 | 6 | Sources on the vendor's own domain | 15 | 5 | Sources on the vendor's own domain |
BambooHR has 21 evidence rows across 7 of 7 criteria — 15 with a source URL, 6 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 41 evidence rows on file for these two vendors: 21 for BambooHR, across 1 distinct source domain, and 20 for Manatal, across 1 distinct source domain.
- Rubric
- v1.0
- BambooHR 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