§ The result
Eightfold AI leads 365Talents on all 7 criteria.
The Sourcing cohort pairing of Eightfold AI and 365Talents comes out 64 (D) to 46 (F) under rubric v1.0, an 18-point lead for Eightfold AI. Of the 7 criteria 365Talents wins none, and the narrowest lead Eightfold AI holds is on Data Governance Disclosure, 365Talents 58 to Eightfold AI 60. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — 365Talents 18, Eightfold AI 85 — and at an 18% weight it carries 69% of the weighted advantage Eightfold AI holds across the 7 criteria on that side of the table.
Vendor profile
365Talents
365Talents is an AI skills-intelligence and internal talent-marketplace platform that infers employees' skills from HRIS records, CVs, documents and collaboration tools, then matches them to internal jobs, projects, gigs, mentors, learning and succession pipelines.
Vendor profile
Eightfold AI
Talent intelligence platform offering candidate matching, internal mobility, and career-site personalization on top of a deep-learning talent graph.
§ The record
365Talents and Eightfold AI are both filed under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only 365Talents is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | 365Talents | Eightfold AI |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | FR | US |
| Founded | 2015 | 2016 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 69% of the movement so far
Bias Audit Transparency
365Talents 18 · Eightfold AI 85
12.1 weighted points to Eightfold AI
20% weight · 82% of the movement so far
Article 11 Technical Documentation
365Talents 63 · Eightfold AI 75
2.4 weighted points to Eightfold AI
15% weight · 91% of the movement so far
FRIA Support
365Talents 35 · Eightfold AI 45
1.5 weighted points to Eightfold AI
12% weight · 95% of the movement so far
Post-Market Monitoring
365Talents 44 · Eightfold AI 50
0.7 weighted points to Eightfold AI
12% weight · 97% of the movement so far
Human Oversight Design
365Talents 57 · Eightfold AI 60
0.4 weighted points to Eightfold AI
15% weight · 99% of the movement so far
Data Governance Disclosure
365Talents 58 · Eightfold AI 60
0.3 weighted points to Eightfold AI
8% weight · 100% of the movement so far
Customer Documentation
365Talents 57 · Eightfold AI 60
0.2 weighted points to Eightfold AI
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -17.6 — the difference between the two totals before either is rounded. Shares are of 17.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -18 beside that -17.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is 365Talents minus Eightfold AI.
| Category | Weight | 365Talents | Eightfold AI | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 63 | 75 | -12 | -2.4 |
| Bias Audit Transparency | 18% | 18 | 85 | -67 | -12.1 |
| FRIA Support | 15% | 35 | 45 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 58 | 60 | -2 | -0.3 |
| Human Oversight Design | 12% | 57 | 60 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 44 | 50 | -6 | -0.7 |
| Customer Documentation | 8% | 57 | 60 | -3 | -0.2 |
| Total | 100% | 46 (F) | 64 (D) | -18 | -17.6 |
§ 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 | 365Talents | Eightfold AI | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 5 | 1 | Audit reportSources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | — | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 1 | Audit reportSources on the vendor's own domain | 1 | 0 | — |
| Human Oversight Design | 12% | 6 | 1 | Sources on the vendor's own domain | 1 | 0 | — |
| Post-Market Monitoring | 12% | 4 | 1 | Audit reportSources on the vendor's own domain | 1 | 1 | — |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 31 | 7 | Audit reportSources on the vendor's own domain | 13 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain |
365Talents has 38 evidence rows across 7 of 7 criteria — 31 with a source URL, 7 documented absences; Eightfold AI has 15 evidence rows across 7 of 7 criteria — 13 with a source URL, 2 documented absences; some documentation or audit rows for Eightfold AI sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 53 evidence rows on file for these two vendors: 38 for 365Talents, across 3 distinct source domains, and 15 for Eightfold AI, across 2 distinct source domains.
- Rubric
- v1.0
- 365Talents last reviewed
- September 25, 2026 · HireAIScore editorial team
- Eightfold AI last reviewed
- May 21, 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