§ The result
Findem and Fuel50 tie at 58.
Findem and Fuel50, both in the Sourcing cohort, tie at 58 under rubric v1.0 by different routes through the criteria. Findem leads 3 of the 7 criteria and Fuel50 4, yet the two totals land on the same number. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Findem 83, Fuel50 68 — and at an 18% weight it carries 70% of the weighted advantage Findem holds across the 3 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
Fuel50
Fuel50 is an AI internal talent marketplace and workforce-transformation platform that matches employees to internal roles, gigs, mentors, learning and career paths, and fit-scores and ranks internal candidates for open roles and succession pipelines, using a skills ontology curated by in-house I/O psychologists.
§ The record
Findem and Fuel50 are both filed under Candidate sourcing AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Fuel50 is in scope of Mobley v. Workday.
| Record | Findem | Fuel50 |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | US |
| Founded | 2019 | 2011 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 35% of the movement so far
Bias Audit Transparency
Findem 83 · Fuel50 68
2.7 weighted points to Findem
20% weight · 66% of the movement so far
Article 11 Technical Documentation
Findem 58 · Fuel50 70
2.4 weighted points to Fuel50
15% weight · 80% of the movement so far
Data Governance Disclosure
Findem 57 · Fuel50 64
1.1 weighted points to Fuel50
15% weight · 91% of the movement so far
FRIA Support
Findem 38 · Fuel50 32
0.9 weighted points to Findem
8% weight · 95% of the movement so far
Customer Documentation
Findem 58 · Fuel50 62
0.3 weighted points to Fuel50
12% weight · 98% of the movement so far
Post-Market Monitoring
Findem 42 · Fuel50 40
0.2 weighted points to Findem
12% weight · 100% of the movement so far
Human Oversight Design
Findem 60 · Fuel50 61
0.1 weighted points to Fuel50
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -0.1 — the difference between the two totals before either is rounded. Shares are of 7.7 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads 0 beside that -0.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Findem minus Fuel50.
| Category | Weight | Findem | Fuel50 | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 70 | -12 | -2.4 |
| Bias Audit Transparency | 18% | 83 | 68 | +15 | +2.7 |
| FRIA Support | 15% | 38 | 32 | +6 | +0.9 |
| Data Governance Disclosure | 15% | 57 | 64 | -7 | -1.1 |
| Human Oversight Design | 12% | 60 | 61 | -1 | -0.1 |
| Post-Market Monitoring | 12% | 42 | 40 | +2 | +0.2 |
| Customer Documentation | 8% | 58 | 62 | -4 | -0.3 |
| Total | 100% | 58 (F) | 58 (F) | - | -0.1 |
§ 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 | Fuel50 | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | Sources on the vendor's own domain | 3 | 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 | 3 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | — | 2 | 1 | — |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 5 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 1 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Audit reportSources on a separate domain | 4 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 3 | 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 | 24 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain |
Findem has 17 evidence rows across 7 of 7 criteria — 12 with a source URL, 5 documented absences; Fuel50 has 28 evidence rows across 7 of 7 criteria — 24 with a source URL, 4 documented absences; some documentation or audit rows for Findem and Fuel50 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: 17 for Findem, across 2 distinct source domains, and 28 for Fuel50, across 3 distinct source domains.
- Rubric
- v1.0
- Findem last reviewed
- June 7, 2026 · HireAIScore editorial team
- Fuel50 last reviewed
- September 25, 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