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Cognisess vs Saville Assessment

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§ The result

Saville Assessment leads Cognisess on all 7 criteria.

Under rubric v1.0, Saville Assessment opens an 18-point lead on Cognisess, 48 to 30, with both scored in the Assessment cohort. Saville Assessment leads every one of the 7 criteria and 4 of them by 20 raw points or more, Article 11 Technical Documentation among them; Cognisess leads none. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Cognisess 25, Saville Assessment 50, 20% weight), but it accounts for only 28% of the weighted advantage Saville Assessment holds across the 7 criteria on that side of the table.

§ The record

Cognisess and Saville Assessment are both filed under Assessment AI. They also share 1 secondary category: Screening.

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

RecordCognisessSaville Assessment
Price tierMidEnterprise
HeadquartersGBGB
Founded20112004

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 28% of the movement so far

    Article 11 Technical Documentation

    Cognisess 25 · Saville Assessment 50

    5.0 weighted points to Saville Assessment

  2. 18% weight · 50% of the movement so far

    Bias Audit Transparency

    Cognisess 20 · Saville Assessment 42

    4.0 weighted points to Saville Assessment

  3. 15% weight · 67% of the movement so far

    FRIA Support

    Cognisess 20 · Saville Assessment 40

    3.0 weighted points to Saville Assessment

  4. 15% weight · 78% of the movement so far

    Data Governance Disclosure

    Cognisess 42 · Saville Assessment 55

    1.9 weighted points to Saville Assessment

  5. 8% weight · 87% of the movement so far

    Customer Documentation

    Cognisess 40 · Saville Assessment 60

    1.6 weighted points to Saville Assessment

  6. 12% weight · 96% of the movement so far

    Human Oversight Design

    Cognisess 42 · Saville Assessment 55

    1.6 weighted points to Saville Assessment

  7. 12% weight · 100% of the movement so far

    Post-Market Monitoring

    Cognisess 32 · Saville Assessment 38

    0.7 weighted points to Saville Assessment

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -17.8 — the difference between the two totals before either is rounded. Shares are of 17.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -18 beside that -17.8.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Cognisess minus Saville Assessment.

CategoryWeightCognisessSaville AssessmentΔ rawΔ weighted
Article 11 Technical Documentation20%2550-25-5.0
Bias Audit Transparency18%2042-22-4.0
FRIA Support15%2040-20-3.0
Data Governance Disclosure15%4255-13-1.9
Human Oversight Design12%4255-13-1.6
Post-Market Monitoring12%3238-6-0.7
Customer Documentation8%4060-20-1.6
Total100%30 (F)48 (F)-18-17.8

§ 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.

CriterionWeightCognisessSaville Assessment
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%21Sources on the vendor's own domain51Audit reportSources on the vendor's own domainSources on a separate domain
Bias Audit Transparency18%21—41Audit reportSources on the vendor's own domainSources on a separate domain
FRIA Support15%21Sources on the vendor's own domain31Sources on the vendor's own domain
Data Governance Disclosure15%50Sources on the vendor's own domainSources on a separate domain51Sources on the vendor's own domain
Human Oversight Design12%50Sources on a separate domain60Sources on the vendor's own domain
Post-Market Monitoring12%21Sources on the vendor's own domain51Sources on the vendor's own domain
Customer Documentation8%31Sources on the vendor's own domainSources on a separate domain61Sources on the vendor's own domain
All criteria100%215Sources on the vendor's own domainSources on a separate domain346Audit reportSources on the vendor's own domainSources on a separate domain

Cognisess has 26 evidence rows across 7 of 7 criteria — 21 with a source URL, 5 documented absences; Saville Assessment has 40 evidence rows across 7 of 7 criteria — 34 with a source URL, 6 documented absences; some documentation or audit rows for Cognisess and Saville Assessment sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 66 evidence rows on file for these two vendors: 26 for Cognisess, across 5 distinct source domains, and 40 for Saville Assessment, across 2 distinct source domains.

Rubric
v1.0
Cognisess last reviewed
September 25, 2026 · HireAIScore editorial team
Saville Assessment 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.