§ The result
2 points separate Rippling and Checkr.
Rippling (ATS-integrated) edges Checkr (Screening) by 2 points under rubric v1.0, 56 to 54. Rippling leads 4 of the 7 criteria, including FRIA Support, while Checkr leads 3, including Human Oversight Design. FRIA Support is both the widest raw gap and the heaviest weighted swing — Checkr 32, Rippling 45 — and at a 15% weight it carries 47% of the weighted advantage Rippling holds across the 4 criteria on that side of the table.
Vendor profile
Checkr
Checkr is an FCRA-regulated background screening platform that uses machine learning to parse, classify and standardize criminal, employment, education and motor-vehicle records, and to route them through customer-configured adjudication rulesets that flag candidates as eligible, review or escalated for employment decisions.
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
Checkr 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 Checkr is in scope of Illinois HB 3773.
| Record | Checkr | Rippling |
|---|---|---|
| Price tier | Mid | High |
| Headquarters | US | US |
| Founded | 2014 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
15% weight · 35% of the movement so far
FRIA Support
Checkr 32 · Rippling 45
1.9 weighted points to Rippling
18% weight · 58% of the movement so far
Bias Audit Transparency
Checkr 35 · Rippling 42
1.3 weighted points to Rippling
12% weight · 71% of the movement so far
Human Oversight Design
Checkr 66 · Rippling 60
0.7 weighted points to Checkr
20% weight · 82% of the movement so far
Article 11 Technical Documentation
Checkr 70 · Rippling 73
0.6 weighted points to Rippling
12% weight · 89% of the movement so far
Post-Market Monitoring
Checkr 50 · Rippling 47
0.4 weighted points to Checkr
8% weight · 95% of the movement so far
Customer Documentation
Checkr 68 · Rippling 64
0.3 weighted points to Checkr
15% weight · 100% of the movement so far
Data Governance Disclosure
Checkr 62 · Rippling 64
0.3 weighted points to Rippling
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -2.7 — the difference between the two totals before either is rounded. Shares are of 5.5 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 -2.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Checkr minus Rippling.
| Category | Weight | Checkr | Rippling | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 73 | -3 | -0.6 |
| Bias Audit Transparency | 18% | 35 | 42 | -7 | -1.3 |
| FRIA Support | 15% | 32 | 45 | -13 | -1.9 |
| Data Governance Disclosure | 15% | 62 | 64 | -2 | -0.3 |
| Human Oversight Design | 12% | 66 | 60 | +6 | +0.7 |
| Post-Market Monitoring | 12% | 50 | 47 | +3 | +0.4 |
| Customer Documentation | 8% | 68 | 64 | +4 | +0.3 |
| Total | 100% | 54 (F) | 56 (F) | -2 | -2.7 |
§ 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 | Checkr | Rippling | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Audit reportSources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 2 | Audit reportSources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own 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 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 24 | 6 | Audit reportSources on the vendor's own domain | 12 | 1 | Audit reportSources on the vendor's own domain |
Checkr has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 6 documented absences; Rippling has 13 evidence rows across 7 of 7 criteria — 12 with a source URL, 1 documented absence.
Provenance
The scores above are documented by 41 evidence rows on file for these two vendors: 28 for Checkr, across 2 distinct source domains, and 13 for Rippling, across 1 distinct source domain.
- Rubric
- v1.0
- Checkr last reviewed
- August 2, 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