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Prevue HR vs TalentLens

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§ The result

2 points separate TalentLens and Prevue HR.

TalentLens holds a 2-point edge over Prevue HR under rubric v1.0, 46 to 44, with both scored in the Assessment cohort. Prevue HR takes 1 of the 7 criteria, Post-Market Monitoring among them, against 5 for TalentLens, whose share includes Article 11 Technical Documentation, and 1 is level. TalentLens takes the heaviest weighted swing, Article 11 Technical Documentation at 20% (Prevue HR 45, TalentLens 52), which is 52% of the weighted advantage TalentLens holds; the widest raw gap is a different criterion, Post-Market Monitoring, Prevue HR 40 to TalentLens 32.

§ The record

Prevue HR and TalentLens are both filed under Assessment AI. They record no secondary category in common.

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

RecordPrevue HRTalentLens
Price tierMidMid
HeadquartersCAGB
Founded1994Not recorded

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 38% of the movement so far

    Article 11 Technical Documentation

    Prevue HR 45 · TalentLens 52

    1.4 weighted points to TalentLens

  2. 12% weight · 65% of the movement so far

    Post-Market Monitoring

    Prevue HR 40 · TalentLens 32

    1.0 weighted points to Prevue HR

  3. 15% weight · 77% of the movement so far

    FRIA Support

    Prevue HR 27 · TalentLens 30

    0.4 weighted points to TalentLens

  4. 12% weight · 87% of the movement so far

    Human Oversight Design

    Prevue HR 54 · TalentLens 57

    0.4 weighted points to TalentLens

  5. 15% weight · 95% of the movement so far

    Data Governance Disclosure

    Prevue HR 48 · TalentLens 50

    0.3 weighted points to TalentLens

  6. 18% weight · 100% of the movement so far

    Bias Audit Transparency

    Prevue HR 44 · TalentLens 45

    0.2 weighted points to TalentLens

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -1.7 — the difference between the two totals before either is rounded. Shares are of 3.6 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 -1.7.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Prevue HR minus TalentLens.

CategoryWeightPrevue HRTalentLensΔ rawΔ weighted
Article 11 Technical Documentation20%4552-7-1.4
Bias Audit Transparency18%4445-1-0.2
FRIA Support15%2730-3-0.4
Data Governance Disclosure15%4850-2-0.3
Human Oversight Design12%5457-3-0.4
Post-Market Monitoring12%4032+8+1.0
Customer Documentation8%5858--
Total100%44 (F)46 (F)-2-1.7

§ 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.

CriterionWeightPrevue HRTalentLens
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%41Sources on the vendor's own domain41Sources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%31—31Audit reportSources on the vendor's own domainSources on a separate domain
FRIA Support15%21Sources on the vendor's own domainSources on a separate domain21Sources on the vendor's own domain
Data Governance Disclosure15%41Sources on the vendor's own domain40Sources on the vendor's own domain
Human Oversight Design12%60Sources on the vendor's own domain40Sources on the vendor's own domain
Post-Market Monitoring12%41Sources on the vendor's own domain31Sources on the vendor's own domainSources on a separate domain
Customer Documentation8%51Sources on the vendor's own domain41Sources on the vendor's own domain
All criteria100%286Sources on the vendor's own domainSources on a separate domain245Audit reportSources on the vendor's own domainSources on a separate domain

Prevue HR has 34 evidence rows across 7 of 7 criteria — 28 with a source URL, 6 documented absences; TalentLens has 29 evidence rows across 7 of 7 criteria — 24 with a source URL, 5 documented absences; some documentation or audit rows for Prevue HR and TalentLens sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 63 evidence rows on file for these two vendors: 34 for Prevue HR, across 2 distinct source domains, and 29 for TalentLens, across 3 distinct source domains.

Rubric
v1.0
Prevue HR last reviewed
September 25, 2026 · HireAIScore editorial team
TalentLens 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.