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Aon Assessment vs Ribbon

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§ The result

Ribbon leads Aon Assessment on all 7 criteria.

Under rubric v1.0, Ribbon, filed under Screening, finishes on 43 and Aon Assessment, filed under Assessment, on 35, 8 points apart. Ribbon takes all 7 criteria from Aon Assessment without a 20-point raw gap on any of them; the closest is Article 11 Technical Documentation, Aon Assessment 40 to Ribbon 42. The advantage Ribbon holds is spread out: Data Governance Disclosure is both the widest raw gap and the heaviest weighted swing (Aon Assessment 38, Ribbon 50, 15% weight), yet it supplies only 22% of the weighted points Ribbon gains across the 7 criteria it leads.

§ The record

Aon Assessment is filed under Assessment AI, Ribbon under Screening AI. They also share 1 secondary category: Video interview.

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

RecordAon AssessmentRibbon
Price tierEnterpriseLow
HeadquartersDECA
Founded20022020

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 15% weight · 22% of the movement so far

    Data Governance Disclosure

    Aon Assessment 38 · Ribbon 50

    1.8 weighted points to Ribbon

  2. 18% weight · 39% of the movement so far

    Bias Audit Transparency

    Aon Assessment 30 · Ribbon 38

    1.4 weighted points to Ribbon

  3. 12% weight · 57% of the movement so far

    Post-Market Monitoring

    Aon Assessment 25 · Ribbon 37

    1.4 weighted points to Ribbon

  4. 15% weight · 71% of the movement so far

    FRIA Support

    Aon Assessment 25 · Ribbon 33

    1.2 weighted points to Ribbon

  5. 12% weight · 86% of the movement so far

    Human Oversight Design

    Aon Assessment 45 · Ribbon 55

    1.2 weighted points to Ribbon

  6. 8% weight · 95% of the movement so far

    Customer Documentation

    Aon Assessment 48 · Ribbon 58

    0.8 weighted points to Ribbon

  7. 20% weight · 100% of the movement so far

    Article 11 Technical Documentation

    Aon Assessment 40 · Ribbon 42

    0.4 weighted points to Ribbon

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -8.3 — the difference between the two totals before either is rounded. Shares are of 8.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -8 beside that -8.3.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Aon Assessment minus Ribbon.

CategoryWeightAon AssessmentRibbonΔ rawΔ weighted
Article 11 Technical Documentation20%4042-2-0.4
Bias Audit Transparency18%3038-8-1.4
FRIA Support15%2533-8-1.2
Data Governance Disclosure15%3850-12-1.8
Human Oversight Design12%4555-10-1.2
Post-Market Monitoring12%2537-12-1.4
Customer Documentation8%4858-10-0.8
Total100%35 (F)43 (F)-8-8.3

§ 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.

CriterionWeightAon AssessmentRibbon
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%21Sources on the vendor's own domain31Sources on the vendor's own domain
Bias Audit Transparency18%11Audit reportSources on a separate domain41Sources on the vendor's own domain
FRIA Support15%11Sources on the vendor's own domain31Sources on the vendor's own domain
Data Governance Disclosure15%21Sources on the vendor's own domain60Sources on the vendor's own domainSources on a separate domain
Human Oversight Design12%20Sources on the vendor's own domain60Sources on the vendor's own domain
Post-Market Monitoring12%11—41Sources on the vendor's own domain
Customer Documentation8%21Sources on the vendor's own domain50Sources on the vendor's own domain
All criteria100%116Audit reportSources on the vendor's own domainSources on a separate domain314Sources on the vendor's own domainSources on a separate domain

Aon Assessment has 17 evidence rows across 7 of 7 criteria — 11 with a source URL, 6 documented absences; Ribbon has 35 evidence rows across 7 of 7 criteria — 31 with a source URL, 4 documented absences; some documentation or audit rows for Aon Assessment and Ribbon sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 52 evidence rows on file for these two vendors: 17 for Aon Assessment, across 3 distinct source domains, and 35 for Ribbon, across 2 distinct source domains.

Rubric
v1.0
Aon Assessment last reviewed
June 7, 2026 · HireAIScore editorial team
Ribbon 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.