§ The result
Rippling leads Thomas International by 8 points.
Rippling scores 56 and Thomas International 48 under rubric v1.0, an 8-point gap across the ATS-integrated and Assessment cohorts. Rippling leads 6 of the 7 criteria, including Article 11 Technical Documentation, while Thomas International leads 1, including Bias Audit Transparency. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — Rippling 73, Thomas International 54 — and at a 20% weight it carries 43% of the weighted advantage Rippling holds across the 6 criteria on that side of the table.
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.
Vendor profile
Thomas International
Thomas International provides psychometric and aptitude assessments (behaviour/DISC, cognitive ability, personality and emotional intelligence) with an AI coaching layer, used for hiring, candidate selection and employee development.
§ The record
Rippling is filed under ATS-integrated AI, Thomas International 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 Thomas International is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Rippling | Thomas International |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | US | GB |
| Founded | 2016 | 1981 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 42% of the movement so far
Article 11 Technical Documentation
Rippling 73 · Thomas International 54
3.8 weighted points to Rippling
15% weight · 62% of the movement so far
FRIA Support
Rippling 45 · Thomas International 33
1.8 weighted points to Rippling
12% weight · 74% of the movement so far
Human Oversight Design
Rippling 60 · Thomas International 51
1.1 weighted points to Rippling
15% weight · 85% of the movement so far
Data Governance Disclosure
Rippling 64 · Thomas International 57
1.1 weighted points to Rippling
12% weight · 94% of the movement so far
Post-Market Monitoring
Rippling 47 · Thomas International 40
0.8 weighted points to Rippling
8% weight · 98% of the movement so far
Customer Documentation
Rippling 64 · Thomas International 60
0.3 weighted points to Rippling
18% weight · 100% of the movement so far
Bias Audit Transparency
Rippling 42 · Thomas International 43
0.2 weighted points to Thomas International
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +8.7 — the difference between the two totals before either is rounded. Shares are of 9.1 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +8 beside that +8.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Rippling minus Thomas International.
| Category | Weight | Rippling | Thomas International | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 73 | 54 | +19 | +3.8 |
| Bias Audit Transparency | 18% | 42 | 43 | -1 | -0.2 |
| FRIA Support | 15% | 45 | 33 | +12 | +1.8 |
| Data Governance Disclosure | 15% | 64 | 57 | +7 | +1.1 |
| Human Oversight Design | 12% | 60 | 51 | +9 | +1.1 |
| Post-Market Monitoring | 12% | 47 | 40 | +7 | +0.8 |
| Customer Documentation | 8% | 64 | 60 | +4 | +0.3 |
| Total | 100% | 56 (F) | 48 (F) | +8 | +8.7 |
§ 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 | Rippling | Thomas International | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 0 | Audit reportSources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 0 | Audit reportSources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 0 | Audit reportSources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 0 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 12 | 1 | Audit reportSources on the vendor's own domain | 11 | 6 | Sources on the vendor's own domain |
Rippling has 13 evidence rows across 7 of 7 criteria — 12 with a source URL, 1 documented absence; Thomas International has 17 evidence rows across 7 of 7 criteria — 11 with a source URL, 6 documented absences.
Provenance
The scores above are documented by 30 evidence rows on file for these two vendors: 13 for Rippling, across 1 distinct source domain, and 17 for Thomas International, across 1 distinct source domain.
- Rubric
- v1.0
- Rippling last reviewed
- July 17, 2026 · HireAIScore editorial team
- Thomas International 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