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Ashby vs Findem

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§ The result

Findem takes the total, Ashby takes more of the criteria.

Findem (Sourcing) edges Ashby (ATS-integrated) by 2 points under rubric v1.0, 58 to 56. Ashby leads more of the criteria than Findem — 5 to 1 — but Bias Audit Transparency, which Findem leads, carries 18% of the rubric, and the weighted sum still falls to Findem. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Ashby 62, Findem 83 — and at an 18% weight it carries 100% of the weighted advantage Findem holds across the 1 criterion on that side of the table.

§ The record

Ashby is filed under ATS-integrated AI, Findem under Candidate sourcing AI. They also share 2 secondary categories: Scheduling and Screening.

Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.

RecordAshbyFindem
Price tierMidEnterprise
HeadquartersUSUS
Founded20182019

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 18% weight · 61% of the movement so far

    Bias Audit Transparency

    Ashby 62 · Findem 83

    3.8 weighted points to Findem

  2. 20% weight · 77% of the movement so far

    Article 11 Technical Documentation

    Ashby 63 · Findem 58

    1.0 weighted points to Ashby

  3. 15% weight · 87% of the movement so far

    FRIA Support

    Ashby 42 · Findem 38

    0.6 weighted points to Ashby

  4. 8% weight · 94% of the movement so far

    Customer Documentation

    Ashby 63 · Findem 58

    0.4 weighted points to Ashby

  5. 12% weight · 98% of the movement so far

    Human Oversight Design

    Ashby 62 · Findem 60

    0.2 weighted points to Ashby

  6. 15% weight · 100% of the movement so far

    Data Governance Disclosure

    Ashby 58 · Findem 57

    0.1 weighted points to Ashby

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -1.4 — the difference between the two totals before either is rounded. Shares are of 6.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -2 beside that -1.4.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Ashby minus Findem.

CategoryWeightAshbyFindemΔ rawΔ weighted
Article 11 Technical Documentation20%6358+5+1.0
Bias Audit Transparency18%6283-21-3.8
FRIA Support15%4238+4+0.6
Data Governance Disclosure15%5857+1+0.1
Human Oversight Design12%6260+2+0.2
Post-Market Monitoring12%4242--
Customer Documentation8%6358+5+0.4
Total100%56 (F)58 (F)-2-1.4

§ 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.

CriterionWeightAshbyFindem
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%21Sources on the vendor's own domain11Sources on the vendor's own domain
Bias Audit Transparency18%21Audit reportSources on the vendor's own domain30Audit reportSources on the vendor's own domainSources on a separate domain
FRIA Support15%21Sources on the vendor's own domain11
Data Governance Disclosure15%31Sources on the vendor's own domain21Sources on the vendor's own domain
Human Oversight Design12%20Sources on the vendor's own domain10Sources on the vendor's own domain
Post-Market Monitoring12%21Sources on the vendor's own domain21Audit reportSources on a separate domain
Customer Documentation8%31Sources on the vendor's own domain21Sources on the vendor's own domain
All criteria100%166Audit reportSources on the vendor's own domain125Audit reportSources on the vendor's own domainSources on a separate domain

Ashby has 22 evidence rows across 7 of 7 criteria — 16 with a source URL, 6 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 39 evidence rows on file for these two vendors: 22 for Ashby, across 1 distinct source domain, and 17 for Findem, across 2 distinct source domains.

Rubric
v1.0
Ashby last reviewed
June 7, 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.