§ The result
Emmersion takes the total, BambooHR takes more of the criteria.
Emmersion (Assessment) edges BambooHR (ATS-integrated) by 1 point under rubric v1.0, 44 to 43. BambooHR leads more of the criteria than Emmersion — 4 to 2 — but Article 11 Technical Documentation, which Emmersion leads, carries 20% of the rubric, and the weighted sum still falls to Emmersion. One criterion, Article 11 Technical Documentation, is both the widest raw gap (BambooHR 42, Emmersion 57) and the heaviest weighted swing, and at 20% weight it makes up 89% of the weighted advantage Emmersion holds across the 2 criteria it leads.
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
Emmersion
Emmersion, Rosetta Stone's assessment division within IXL Learning, sells AI-scored adaptive TrueNorth speaking and writing tests and WebCAPE reading and grammar exams. They rate language proficiency on a 0-10 scale mapped to CEFR and ACTFL and are used for pre-employment screening, checking employees' language skills and placing students.
§ The record
BambooHR is filed under ATS-integrated AI, Emmersion under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Emmersion is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | BambooHR | Emmersion |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2008 | 2015 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 52% of the movement so far
Article 11 Technical Documentation
BambooHR 42 · Emmersion 57
3.0 weighted points to Emmersion
15% weight · 68% of the movement so far
Data Governance Disclosure
BambooHR 56 · Emmersion 50
0.9 weighted points to BambooHR
12% weight · 80% of the movement so far
Post-Market Monitoring
BambooHR 44 · Emmersion 38
0.7 weighted points to BambooHR
15% weight · 91% of the movement so far
FRIA Support
BambooHR 34 · Emmersion 30
0.6 weighted points to BambooHR
12% weight · 97% of the movement so far
Human Oversight Design
BambooHR 50 · Emmersion 53
0.4 weighted points to Emmersion
8% weight · 100% of the movement so far
Customer Documentation
BambooHR 62 · Emmersion 60
0.2 weighted points to BambooHR
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -1.0 — the difference between the two totals before either is rounded. Shares are of 5.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -1 beside that -1.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is BambooHR minus Emmersion.
| Category | Weight | BambooHR | Emmersion | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 42 | 57 | -15 | -3.0 |
| Bias Audit Transparency | 18% | 28 | 28 | - | - |
| FRIA Support | 15% | 34 | 30 | +4 | +0.6 |
| Data Governance Disclosure | 15% | 56 | 50 | +6 | +0.9 |
| Human Oversight Design | 12% | 50 | 53 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 44 | 38 | +6 | +0.7 |
| Customer Documentation | 8% | 62 | 60 | +2 | +0.2 |
| Total | 100% | 43 (F) | 44 (F) | -1 | -1.0 |
§ 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 | Emmersion | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 15 | 6 | Sources on the vendor's own domain | 35 | 5 | Sources on the vendor's own domainSources on a separate domain |
BambooHR has 21 evidence rows across 7 of 7 criteria — 15 with a source URL, 6 documented absences; Emmersion has 40 evidence rows across 7 of 7 criteria — 35 with a source URL, 5 documented absences; some documentation or audit rows for Emmersion sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 61 evidence rows on file for these two vendors: 21 for BambooHR, across 1 distinct source domain, and 40 for Emmersion, across 5 distinct source domains.
- Rubric
- v1.0
- BambooHR last reviewed
- July 17, 2026 · HireAIScore editorial team
- Emmersion 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