HomeCompareSapia.ai vs softgarden

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Sapia.ai vs softgarden

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§ The result

Sapia.ai leads softgarden on all 7 criteria.

Sapia.ai, filed under Assessment, comes out 14 points above softgarden, filed under ATS-integrated: 56 against 42 under rubric v1.0. Of the 7 criteria softgarden wins none, and the narrowest lead Sapia.ai holds is on Human Oversight Design, Sapia.ai 62 to softgarden 58. The widest raw gap and the heaviest weighted swing fall on different criteria: Bias Audit Transparency (Sapia.ai 52, softgarden 22) and Article 11 Technical Documentation at 20% (Sapia.ai 70, softgarden 42), the second being 39% of the weighted advantage Sapia.ai holds across the 7 criteria on that side of the table.

§ The record

Sapia.ai is filed under Assessment AI, softgarden under ATS-integrated AI. They also share 1 secondary category: Screening.

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

RecordSapia.aisoftgarden
Price tierEnterpriseMid
HeadquartersAUDE
Founded20132001

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 39% of the movement so far

    Article 11 Technical Documentation

    Sapia.ai 70 · softgarden 42

    5.6 weighted points to Sapia.ai

  2. 18% weight · 76% of the movement so far

    Bias Audit Transparency

    Sapia.ai 52 · softgarden 22

    5.4 weighted points to Sapia.ai

  3. 15% weight · 84% of the movement so far

    Data Governance Disclosure

    Sapia.ai 62 · softgarden 54

    1.2 weighted points to Sapia.ai

  4. 15% weight · 89% of the movement so far

    FRIA Support

    Sapia.ai 35 · softgarden 30

    0.8 weighted points to Sapia.ai

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

    Post-Market Monitoring

    Sapia.ai 50 · softgarden 44

    0.7 weighted points to Sapia.ai

  6. 12% weight · 98% of the movement so far

    Human Oversight Design

    Sapia.ai 62 · softgarden 58

    0.5 weighted points to Sapia.ai

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

    Customer Documentation

    Sapia.ai 62 · softgarden 58

    0.3 weighted points to Sapia.ai

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +14.5 — the difference between the two totals before either is rounded. Shares are of 14.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +14 beside that +14.5.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Sapia.ai minus softgarden.

CategoryWeightSapia.aisoftgardenΔ rawΔ weighted
Article 11 Technical Documentation20%7042+28+5.6
Bias Audit Transparency18%5222+30+5.4
FRIA Support15%3530+5+0.8
Data Governance Disclosure15%6254+8+1.2
Human Oversight Design12%6258+4+0.5
Post-Market Monitoring12%5044+6+0.7
Customer Documentation8%6258+4+0.3
Total100%56 (F)42 (F)+14+14.5

§ 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.

CriterionWeightSapia.aisoftgarden
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%31Sources on the vendor's own domain61Sources on the vendor's own domain
Bias Audit Transparency18%21Audit reportSources on the vendor's own domainSources on a separate domain31Sources on the vendor's own domain
FRIA Support15%11Sources on the vendor's own domain31Sources on the vendor's own domain
Data Governance Disclosure15%30Sources on the vendor's own domain70Audit reportSources on the vendor's own domain
Human Oversight Design12%20Sources on the vendor's own domain50Sources on the vendor's own domain
Post-Market Monitoring12%30Sources on the vendor's own domain51Audit reportSources on the vendor's own domain
Customer Documentation8%21Sources on the vendor's own domain21Sources on the vendor's own domain
All criteria100%164Audit reportSources on the vendor's own domainSources on a separate domain315Audit reportSources on the vendor's own domain

Sapia.ai has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; softgarden has 36 evidence rows across 7 of 7 criteria — 31 with a source URL, 5 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 56 evidence rows on file for these two vendors: 20 for Sapia.ai, across 2 distinct source domains, and 36 for softgarden, across 3 distinct source domains.

Rubric
v1.0
Sapia.ai last reviewed
June 7, 2026 · HireAIScore editorial team
softgarden 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.