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Factorial vs Findem

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§ The result

Findem leads Factorial by 12 points.

Findem, filed under Sourcing, comes out 12 points above Factorial, filed under ATS-integrated: 58 against 46 under rubric v1.0. Findem leads 4 of the 7 criteria, including Bias Audit Transparency, while Factorial leads 2, including Post-Market Monitoring, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Factorial 25, Findem 83 — and at an 18% weight it carries 85% of the weighted advantage Findem holds across the 4 criteria on that side of the table.

§ The record

Factorial is filed under ATS-integrated AI, Findem under Candidate sourcing 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.

RecordFactorialFindem
Price tierLowEnterprise
HeadquartersESUS
Founded20162019

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 79% of the movement so far

    Bias Audit Transparency

    Factorial 25 · Findem 83

    10.4 weighted points to Findem

  2. 20% weight · 88% of the movement so far

    Article 11 Technical Documentation

    Factorial 52 · Findem 58

    1.2 weighted points to Findem

  3. 12% weight · 94% of the movement so far

    Post-Market Monitoring

    Factorial 48 · Findem 42

    0.7 weighted points to Factorial

  4. 15% weight · 97% of the movement so far

    FRIA Support

    Factorial 35 · Findem 38

    0.4 weighted points to Findem

  5. 12% weight · 99% of the movement so far

    Human Oversight Design

    Factorial 58 · Findem 60

    0.2 weighted points to Findem

  6. 8% weight · 100% of the movement so far

    Customer Documentation

    Factorial 60 · Findem 58

    0.2 weighted points to Factorial

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -11.4 — the difference between the two totals before either is rounded. Shares are of 13.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -12 beside that -11.4.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Factorial minus Findem.

CategoryWeightFactorialFindemΔ rawΔ weighted
Article 11 Technical Documentation20%5258-6-1.2
Bias Audit Transparency18%2583-58-10.4
FRIA Support15%3538-3-0.4
Data Governance Disclosure15%5757--
Human Oversight Design12%5860-2-0.2
Post-Market Monitoring12%4842+6+0.7
Customer Documentation8%6058+2+0.2
Total100%46 (F)58 (F)-12-11.4

§ 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.

CriterionWeightFactorialFindem
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%41Sources on the vendor's own domain11Sources on the vendor's own domain
Bias Audit Transparency18%31Sources on the vendor's own domain30Audit reportSources on the vendor's own domainSources on a separate domain
FRIA Support15%41Sources on the vendor's own domain11—
Data Governance Disclosure15%41Audit reportSources on the vendor's own domain21Sources on the vendor's own domain
Human Oversight Design12%41Sources on the vendor's own domain10Sources on the vendor's own domain
Post-Market Monitoring12%41Sources on the vendor's own domain21Audit reportSources on a separate domain
Customer Documentation8%41Sources on the vendor's own domain21Sources on the vendor's own domain
All criteria100%277Audit reportSources on the vendor's own domain125Audit reportSources on the vendor's own domainSources on a separate domain

Factorial has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; Findem has 17 evidence rows across 7 of 7 criteria — 12 with a source URL, 5 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 51 evidence rows on file for these two vendors: 34 for Factorial, across 3 distinct source domains, and 17 for Findem, across 2 distinct source domains.

Rubric
v1.0
Factorial last reviewed
September 25, 2026 · HireAIScore editorial team
Findem 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.