§ The result
Arya by Leoforce leads Pulsifi by 5 points.
Arya by Leoforce scores 38 and Pulsifi 33 under rubric v1.0, a 5-point gap across the Sourcing and Assessment cohorts. Pulsifi takes 1 of the 7 criteria, Human Oversight Design among them, against 3 for Arya by Leoforce, whose share includes Bias Audit Transparency, and 3 are level. One criterion, Bias Audit Transparency, is both the widest raw gap (Arya by Leoforce 40, Pulsifi 20) and the heaviest weighted swing, and at 18% weight it makes up 71% of the weighted advantage Arya by Leoforce holds across the 3 criteria it leads.
Vendor profile
Arya by Leoforce
Leoforce's AI agents, successors to its long-running Arya matching platform, source candidates from a proprietary talent database, job boards and customers' ATS records, score and rank them for fit, engage them by email and SMS, prescreen career-site visitors and deliver pre-vetted, interview-ready applicants.
Vendor profile
Pulsifi
Pulsifi gives candidates and employees 0-100 Role Fit and Organizational Fit scores that combine personality, work-interest, work-culture and cognitive assessments with AI resume and skills analysis, and uses the scores to rank people for hiring, internal mobility and succession.
§ The record
Arya by Leoforce is filed under Candidate sourcing 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.
| Record | Arya by Leoforce | Pulsifi |
|---|---|---|
| Price tier | High | Mid |
| Headquarters | US | SG |
| Founded | 2012 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 70% of the movement so far
Bias Audit Transparency
Arya by Leoforce 40 · Pulsifi 20
3.6 weighted points to Arya by Leoforce
15% weight · 93% of the movement so far
Data Governance Disclosure
Arya by Leoforce 48 · Pulsifi 40
1.2 weighted points to Arya by Leoforce
12% weight · 98% of the movement so far
Post-Market Monitoring
Arya by Leoforce 30 · Pulsifi 28
0.2 weighted points to Arya by Leoforce
12% weight · 100% of the movement so far
Human Oversight Design
Arya by Leoforce 54 · Pulsifi 55
0.1 weighted points to Pulsifi
Weighted delta is the raw difference times the criterion weight, so the 4 figures above sum to +4.9 — the difference between the two totals before either is rounded. Shares are of 5.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +5 beside that +4.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Arya by Leoforce minus Pulsifi.
| Category | Weight | Arya by Leoforce | Pulsifi | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 30 | - | - |
| Bias Audit Transparency | 18% | 40 | 20 | +20 | +3.6 |
| FRIA Support | 15% | 25 | 25 | - | - |
| Data Governance Disclosure | 15% | 48 | 40 | +8 | +1.2 |
| Human Oversight Design | 12% | 54 | 55 | -1 | -0.1 |
| Post-Market Monitoring | 12% | 30 | 28 | +2 | +0.2 |
| Customer Documentation | 8% | 46 | 46 | - | - |
| Total | 100% | 38 (F) | 33 (F) | +5 | +4.9 |
§ 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.
| Criterion | Weight | Arya by Leoforce | Pulsifi | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 4 | 0 | Audit reportSources on the vendor's own domain | 3 | 1 | — |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 6 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 7 | 0 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 2 | Sources on the vendor's own domain | 3 | 2 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 26 | 5 | Audit reportSources on the vendor's own domain | 26 | 7 | Sources on the vendor's own domain |
Arya by Leoforce has 31 evidence rows across 7 of 7 criteria — 26 with a source URL, 5 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 64 evidence rows on file for these two vendors: 31 for Arya by Leoforce, across 2 distinct source domains, and 33 for Pulsifi, across 1 distinct source domain.
- Rubric
- v1.0
- Arya by Leoforce 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.
§ Where next