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Factorial vs Pulsifi

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§ The result

Factorial leads Pulsifi on all 7 criteria.

Factorial sits 13 points above Pulsifi under rubric v1.0 — 46 against 33 — with Factorial filed under ATS-integrated and Pulsifi under Assessment. Factorial leads every one of the 7 criteria, Pulsifi none of them, and the closest of the 7 is Human Oversight Design, Factorial 58 to Pulsifi 55. Even Article 11 Technical Documentation, the widest raw gap and the heaviest weighted swing (Factorial 52, Pulsifi 30, 20% weight), is only 33% of the weighted advantage Factorial builds across the 7 criteria it leads.

§ The record

Factorial is filed under ATS-integrated AI, Pulsifi under Assessment AI. They also share 1 secondary category: Screening.

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

RecordFactorialPulsifi
Price tierLowMid
HeadquartersESSG
Founded20162017

§ What decides it

The criteria that move the gap, heaviest swing first.

  1. 20% weight · 33% of the movement so far

    Article 11 Technical Documentation

    Factorial 52 · Pulsifi 30

    4.4 weighted points to Factorial

  2. 15% weight · 53% of the movement so far

    Data Governance Disclosure

    Factorial 57 · Pulsifi 40

    2.5 weighted points to Factorial

  3. 12% weight · 71% of the movement so far

    Post-Market Monitoring

    Factorial 48 · Pulsifi 28

    2.4 weighted points to Factorial

  4. 15% weight · 82% of the movement so far

    FRIA Support

    Factorial 35 · Pulsifi 25

    1.5 weighted points to Factorial

  5. 8% weight · 90% of the movement so far

    Customer Documentation

    Factorial 60 · Pulsifi 46

    1.1 weighted points to Factorial

  6. 18% weight · 97% of the movement so far

    Bias Audit Transparency

    Factorial 25 · Pulsifi 20

    0.9 weighted points to Factorial

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

    Human Oversight Design

    Factorial 58 · Pulsifi 55

    0.4 weighted points to Factorial

Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +13.2 — the difference between the two totals before either is rounded. Shares are of 13.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +13 beside that +13.2.

§ Category-by-category

Raw score per criterion, with weighted delta.

Δ is Factorial minus Pulsifi.

CategoryWeightFactorialPulsifiΔ rawΔ weighted
Article 11 Technical Documentation20%5230+22+4.4
Bias Audit Transparency18%2520+5+0.9
FRIA Support15%3525+10+1.5
Data Governance Disclosure15%5740+17+2.5
Human Oversight Design12%5855+3+0.4
Post-Market Monitoring12%4828+20+2.4
Customer Documentation8%6046+14+1.1
Total100%46 (F)33 (F)+13+13.2

§ 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.

CriterionWeightFactorialPulsifi
CitedAbsencesAudit / hostingCitedAbsencesAudit / hosting
Article 11 Technical Documentation20%41Sources on the vendor's own domain31Sources on the vendor's own domain
Bias Audit Transparency18%31Sources on the vendor's own domain31—
FRIA Support15%41Sources on the vendor's own domain11Sources on the vendor's own domain
Data Governance Disclosure15%41Audit reportSources on the vendor's own domain60Sources on the vendor's own domain
Human Oversight Design12%41Sources on the vendor's own domain51Sources on the vendor's own domain
Post-Market Monitoring12%41Sources on the vendor's own domain32Sources on the vendor's own domain
Customer Documentation8%41Sources on the vendor's own domain51Sources on the vendor's own domain
All criteria100%277Audit reportSources on the vendor's own domain267Sources on the vendor's own domain

Factorial has 34 evidence rows across 7 of 7 criteria — 27 with a source URL, 7 documented absences; Pulsifi has 33 evidence rows across 7 of 7 criteria — 26 with a source URL, 7 documented absences.

Provenance

The scores above are documented by 67 evidence rows on file for these two vendors: 34 for Factorial, across 3 distinct source domains, and 33 for Pulsifi, across 1 distinct source domain.

Rubric
v1.0
Factorial last reviewed
September 25, 2026 · HireAIScore editorial team
Pulsifi 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.