§ The result
Braintrust AIR takes the total, Rippling takes more of the criteria.
Braintrust AIR holds a 3-point edge over Rippling under rubric v1.0, 59 to 56, across the Screening and ATS-integrated cohorts. Rippling leads more of the criteria, 4 against 3 for Braintrust AIR, yet Braintrust AIR takes Bias Audit Transparency, which carries 18% of the rubric, and the weighted sum with it. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Braintrust AIR 75, Rippling 42 — and at an 18% weight it carries 74% of the weighted advantage Braintrust AIR holds across the 3 criteria on that side of the table.
Vendor profile
Braintrust AIR
Braintrust AIR is an enterprise AI interviewer that runs recorded conversational voice interviews, scores the transcribed answers against recruiter-editable rubric criteria, and sends ranked scorecards, transcripts and recordings to the employer's ATS for human review.
Vendor profile
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.
§ The record
Braintrust AIR is filed under Screening AI, Rippling 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 Braintrust AIR is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Braintrust AIR | Rippling |
|---|---|---|
| Price tier | Enterprise | High |
| Headquarters | US | US |
| Founded | 2018 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 43% of the movement so far
Bias Audit Transparency
Braintrust AIR 75 · Rippling 42
5.9 weighted points to Braintrust AIR
20% weight · 65% of the movement so far
Article 11 Technical Documentation
Braintrust AIR 58 · Rippling 73
3.0 weighted points to Rippling
12% weight · 78% of the movement so far
Post-Market Monitoring
Braintrust AIR 62 · Rippling 47
1.8 weighted points to Braintrust AIR
15% weight · 89% of the movement so far
FRIA Support
Braintrust AIR 35 · Rippling 45
1.5 weighted points to Rippling
15% weight · 98% of the movement so far
Data Governance Disclosure
Braintrust AIR 56 · Rippling 64
1.2 weighted points to Rippling
12% weight · 99% of the movement so far
Human Oversight Design
Braintrust AIR 62 · Rippling 60
0.2 weighted points to Braintrust AIR
8% weight · 100% of the movement so far
Customer Documentation
Braintrust AIR 63 · Rippling 64
0.1 weighted points to Rippling
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +2.2 — the difference between the two totals before either is rounded. Shares are of 13.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +3 beside that +2.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Braintrust AIR minus Rippling.
| Category | Weight | Braintrust AIR | Rippling | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 73 | -15 | -3.0 |
| Bias Audit Transparency | 18% | 75 | 42 | +33 | +5.9 |
| FRIA Support | 15% | 35 | 45 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 56 | 64 | -8 | -1.2 |
| Human Oversight Design | 12% | 62 | 60 | +2 | +0.2 |
| Post-Market Monitoring | 12% | 62 | 47 | +15 | +1.8 |
| Customer Documentation | 8% | 63 | 64 | -1 | -0.1 |
| Total | 100% | 59 (F) | 56 (F) | +3 | +2.2 |
§ 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 | Braintrust AIR | Rippling | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 5 | 0 | Audit reportSources on a separate domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 0 | Sources on the vendor's own domainSources on a separate domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 2 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 29 | 3 | Audit reportSources on the vendor's own domainSources on a separate domain | 12 | 1 | Audit reportSources on the vendor's own domain |
Braintrust AIR has 32 evidence rows across 7 of 7 criteria — 29 with a source URL, 3 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 Braintrust AIR sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 45 evidence rows on file for these two vendors: 32 for Braintrust AIR, across 4 distinct source domains, and 13 for Rippling, across 1 distinct source domain.
- Rubric
- v1.0
- Braintrust AIR last reviewed
- September 25, 2026 · HireAIScore editorial team
- Rippling 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