HomeCompareCanditech vs Sapia.ai

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Canditech vs Sapia.ai

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§ The result

Sapia.ai leads Canditech on all 7 criteria.

Sapia.ai finishes 17 points clear of Canditech inside the Assessment cohort under rubric v1.0: 56 against 39. Sapia.ai leads every one of the 7 criteria, Canditech none of them, and the closest of the 7 is Customer Documentation, Canditech 58 to Sapia.ai 62. Article 11 Technical Documentation is the widest raw gap and the heaviest weighted swing at once (Canditech 37, Sapia.ai 70, 20% weight), but it accounts for only 38% of the weighted advantage Sapia.ai holds across the 7 criteria on that side of the table.

§ The record

Canditech and Sapia.ai 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.

RecordCanditechSapia.ai
Price tierMidEnterprise
HeadquartersILAU
Founded20192013

§ 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

    Canditech 37 · Sapia.ai 70

    6.6 weighted points to Sapia.ai

  2. 18% weight · 66% of the movement so far

    Bias Audit Transparency

    Canditech 25 · Sapia.ai 52

    4.9 weighted points to Sapia.ai

  3. 12% weight · 79% of the movement so far

    Post-Market Monitoring

    Canditech 32 · Sapia.ai 50

    2.2 weighted points to Sapia.ai

  4. 15% weight · 88% of the movement so far

    Data Governance Disclosure

    Canditech 52 · Sapia.ai 62

    1.5 weighted points to Sapia.ai

  5. 12% weight · 94% of the movement so far

    Human Oversight Design

    Canditech 53 · Sapia.ai 62

    1.1 weighted points to Sapia.ai

  6. 15% weight · 98% of the movement so far

    FRIA Support

    Canditech 30 · Sapia.ai 35

    0.8 weighted points to Sapia.ai

  7. 8% weight · 100% of the movement so far

    Customer Documentation

    Canditech 58 · Sapia.ai 62

    0.3 weighted points to Sapia.ai

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -17.3 — the difference between the two totals before either is rounded. Shares are of 17.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -17 beside that -17.3.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Canditech minus Sapia.ai.

CategoryWeightCanditechSapia.aiΔ rawΔ weighted
Article 11 Technical Documentation20%3770-33-6.6
Bias Audit Transparency18%2552-27-4.9
FRIA Support15%3035-5-0.8
Data Governance Disclosure15%5262-10-1.5
Human Oversight Design12%5362-9-1.1
Post-Market Monitoring12%3250-18-2.2
Customer Documentation8%5862-4-0.3
Total100%39 (F)56 (F)-17-17.3

§ 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.

CriterionWeightCanditechSapia.ai
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%21Sources on the vendor's own domain31Sources on the vendor's own domain
Bias Audit Transparency18%1121Audit reportSources on the vendor's own domainSources on a separate domain
FRIA Support15%11Sources on the vendor's own domain11Sources on the vendor's own domain
Data Governance Disclosure15%21Sources on the vendor's own domain30Sources on the vendor's own domain
Human Oversight Design12%21Sources on the vendor's own domain20Sources on the vendor's own domain
Post-Market Monitoring12%11Sources on the vendor's own domain30Sources on the vendor's own domain
Customer Documentation8%21Sources on the vendor's own domain21Sources on the vendor's own domain
All criteria100%117Sources on the vendor's own domain164Audit reportSources on the vendor's own domainSources on a separate domain

Canditech has 18 evidence rows across 7 of 7 criteria — 11 with a source URL, 7 documented absences; Sapia.ai has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; some documentation or audit rows for Sapia.ai sit on a domain separate from the vendor's own site.

Provenance

The scores above are documented by 38 evidence rows on file for these two vendors: 18 for Canditech, across 1 distinct source domain, and 20 for Sapia.ai, across 2 distinct source domains.

Rubric
v1.0
Canditech last reviewed
July 17, 2026 · HireAIScore editorial team
Sapia.ai 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.