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impress.ai vs Vincere

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§ The result

Vincere leads impress.ai by 6 points.

Under rubric v1.0, Vincere, filed under ATS-integrated, finishes on 44 and impress.ai, filed under Screening, on 38, 6 points apart. impress.ai takes 1 of the 7 criteria, Bias Audit Transparency among them, against 5 for Vincere, whose share includes Article 11 Technical Documentation, and 1 is level. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — impress.ai 35, Vincere 55 — and at a 20% weight it carries 54% of the weighted advantage Vincere holds across the 5 criteria on that side of the table.

§ The record

impress.ai is filed under Screening AI, Vincere under ATS-integrated AI. They record no secondary category in common.

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

Recordimpress.aiVincere
Price tierHighMid
HeadquartersSGGB
Founded20172012

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 49% of the movement so far

    Article 11 Technical Documentation

    impress.ai 35 · Vincere 55

    4.0 weighted points to Vincere

  2. 15% weight · 73% of the movement so far

    FRIA Support

    impress.ai 25 · Vincere 38

    1.9 weighted points to Vincere

  3. 12% weight · 85% of the movement so far

    Post-Market Monitoring

    impress.ai 32 · Vincere 40

    1.0 weighted points to Vincere

  4. 18% weight · 94% of the movement so far

    Bias Audit Transparency

    impress.ai 22 · Vincere 18

    0.7 weighted points to impress.ai

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

    Human Oversight Design

    impress.ai 52 · Vincere 55

    0.4 weighted points to Vincere

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

    Customer Documentation

    impress.ai 58 · Vincere 60

    0.2 weighted points to Vincere

Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -6.7 — the difference between the two totals before either is rounded. Shares are of 8.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -6 beside that -6.7.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is impress.ai minus Vincere.

CategoryWeightimpress.aiVincereΔ rawΔ weighted
Article 11 Technical Documentation20%3555-20-4.0
Bias Audit Transparency18%2218+4+0.7
FRIA Support15%2538-13-1.9
Data Governance Disclosure15%5555--
Human Oversight Design12%5255-3-0.4
Post-Market Monitoring12%3240-8-1.0
Customer Documentation8%5860-2-0.2
Total100%38 (F)44 (F)-6-6.7

§ 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.

CriterionWeightimpress.aiVincere
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%21Sources on the vendor's own domain41Sources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%21Sources on the vendor's own domain31Sources on the vendor's own domain
FRIA Support15%21Sources on the vendor's own domain21Sources on a separate domain
Data Governance Disclosure15%21Sources on the vendor's own domain60Sources on the vendor's own domainSources on a separate domain
Human Oversight Design12%31Sources on the vendor's own domain50Sources on the vendor's own domainSources on a separate domain
Post-Market Monitoring12%31Sources on the vendor's own domain31Sources on the vendor's own domainSources on a separate domain
Customer Documentation8%41Sources on the vendor's own domain41Sources on the vendor's own domain
All criteria100%187Sources on the vendor's own domain275Sources on the vendor's own domainSources on a separate domain

impress.ai has 25 evidence rows across 7 of 7 criteria — 18 with a source URL, 7 documented absences; Vincere has 32 evidence rows across 7 of 7 criteria — 27 with a source URL, 5 documented absences; some documentation or audit rows for Vincere sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 57 evidence rows on file for these two vendors: 25 for impress.ai, across 1 distinct source domain, and 32 for Vincere, across 3 distinct source domains.

Rubric
v1.0
impress.ai last reviewed
August 2, 2026 · HireAIScore editorial team
Vincere 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.