§ The result
Findem leads UKG on all 7 criteria.
Findem sits 14 points above UKG under rubric v1.0 — 58 against 44 — with Findem filed under Sourcing and UKG under ATS-integrated. Findem leads every one of the 7 criteria, UKG none of them, and the closest of the 7 is Data Governance Disclosure, Findem 57 to UKG 56. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Findem 83, UKG 30 — and at an 18% weight it carries 69% of the weighted advantage Findem holds across the 7 criteria on that side of the table.
Vendor profile
Findem
AI talent-intelligence platform that uses 'attribute'/3D-data enrichment over 850M+ candidate profiles to power candidate search, sourcing, talent CRM, and agentic recruiting workflows.
Vendor profile
UKG
UKG is an enterprise HCM and workforce-management suite whose UKG Pro Recruiting applicant-tracking module, augmented by the embedded Bryte AI layer, drafts job descriptions and produces profile-match candidate scores to rank and shortlist applicants.
§ The record
Findem is filed under Candidate sourcing AI, UKG under ATS-integrated AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | Findem | UKG |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 2020 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 69% of the movement so far
Bias Audit Transparency
Findem 83 · UKG 30
9.5 weighted points to Findem
20% weight · 84% of the movement so far
Article 11 Technical Documentation
Findem 58 · UKG 48
2.0 weighted points to Findem
12% weight · 90% of the movement so far
Human Oversight Design
Findem 60 · UKG 52
1.0 weighted points to Findem
12% weight · 94% of the movement so far
Post-Market Monitoring
Findem 42 · UKG 38
0.5 weighted points to Findem
15% weight · 97% of the movement so far
FRIA Support
Findem 38 · UKG 35
0.4 weighted points to Findem
8% weight · 99% of the movement so far
Customer Documentation
Findem 58 · UKG 55
0.2 weighted points to Findem
15% weight · 100% of the movement so far
Data Governance Disclosure
Findem 57 · UKG 56
0.1 weighted points to Findem
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +13.8 — 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 +14 beside that +13.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Findem minus UKG.
| Category | Weight | Findem | UKG | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 48 | +10 | +2.0 |
| Bias Audit Transparency | 18% | 83 | 30 | +53 | +9.5 |
| FRIA Support | 15% | 38 | 35 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 57 | 56 | +1 | +0.1 |
| Human Oversight Design | 12% | 60 | 52 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 42 | 38 | +4 | +0.5 |
| Customer Documentation | 8% | 58 | 55 | +3 | +0.2 |
| Total | 100% | 58 (F) | 44 (F) | +14 | +13.8 |
§ 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 | Findem | UKG | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 0 | 2 | — |
| FRIA Support | 15% | 1 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 0 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 0 | 2 | — |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on a separate domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 12 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain | 6 | 8 | Audit reportSources on the vendor's own domain |
Findem has 17 evidence rows across 7 of 7 criteria — 12 with a source URL, 5 documented absences; UKG has 14 evidence rows across 7 of 7 criteria — 6 with a source URL, 8 documented absences; some documentation or audit rows for Findem sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 31 evidence rows on file for these two vendors: 17 for Findem, across 2 distinct source domains, and 14 for UKG, across 2 distinct source domains.
- Rubric
- v1.0
- Findem last reviewed
- June 7, 2026 · HireAIScore editorial team
- UKG last reviewed
- June 7, 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