§ The result
Pillar leads Entelo by 7 points.
Pillar scores 40 and Entelo 33 under rubric v1.0, a 7-point gap across the Screening and Sourcing cohorts. Pillar leads 5 of the 7 criteria, including Bias Audit Transparency, while Entelo leads 1, including Post-Market Monitoring, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Entelo 20, Pillar 38 — and at an 18% weight it carries 41% of the weighted advantage Pillar holds across the 5 criteria on that side of the table.
Vendor profile
Entelo
Entelo is an AI-powered talent sourcing and diversity-recruiting platform that aggregates hundreds of millions of public candidate profiles and applies predictive machine-learning models to score, rank, and surface (including underrepresented) candidates for recruiters.
Vendor profile
Pillar
Pillar (now "AI Interview Companion by Employ") is an interview intelligence platform that records and transcribes job interviews, generates AI interview guides and highlight clips, and surfaces candidate insights and interviewer-coaching recommendations.
§ The record
Entelo is filed under Candidate sourcing AI, Pillar under Screening AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act, NYC LL 144 and Illinois HB 3773. Only Pillar is in scope of Mobley v. Workday.
| Record | Entelo | Pillar |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | US |
| Founded | 2011 | 2019 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 40% of the movement so far
Bias Audit Transparency
Entelo 20 · Pillar 38
3.2 weighted points to Pillar
20% weight · 69% of the movement so far
Article 11 Technical Documentation
Entelo 30 · Pillar 42
2.4 weighted points to Pillar
8% weight · 79% of the movement so far
Customer Documentation
Entelo 40 · Pillar 50
0.8 weighted points to Pillar
15% weight · 88% of the movement so far
FRIA Support
Entelo 25 · Pillar 30
0.8 weighted points to Pillar
12% weight · 97% of the movement so far
Human Oversight Design
Entelo 42 · Pillar 48
0.7 weighted points to Pillar
12% weight · 100% of the movement so far
Post-Market Monitoring
Entelo 35 · Pillar 33
0.2 weighted points to Entelo
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -7.7 — the difference between the two totals before either is rounded. Shares are of 8.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -7 beside that -7.7.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Entelo minus Pillar.
| Category | Weight | Entelo | Pillar | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 30 | 42 | -12 | -2.4 |
| Bias Audit Transparency | 18% | 20 | 38 | -18 | -3.2 |
| FRIA Support | 15% | 25 | 30 | -5 | -0.8 |
| Data Governance Disclosure | 15% | 45 | 45 | - | - |
| Human Oversight Design | 12% | 42 | 48 | -6 | -0.7 |
| Post-Market Monitoring | 12% | 35 | 33 | +2 | +0.2 |
| Customer Documentation | 8% | 40 | 50 | -10 | -0.8 |
| Total | 100% | 33 (F) | 40 (F) | -7 | -7.7 |
§ 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 | Entelo | Pillar | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 1 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 2 | — | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 0 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 1 | — | 2 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 9 | 8 | Sources on the vendor's own domain | 12 | 7 | Audit reportSources on the vendor's own domain |
Entelo has 16 evidence rows across 7 of 7 criteria — 9 with a source URL, 8 documented absences; Pillar has 19 evidence rows across 7 of 7 criteria — 12 with a source URL, 7 documented absences.
Provenance
The scores above are documented by 35 evidence rows on file for these two vendors: 16 for Entelo, across 3 distinct source domains, and 19 for Pillar, across 1 distinct source domain.
- Rubric
- v1.0
- Entelo last reviewed
- June 7, 2026 · HireAIScore editorial team
- Pillar 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.
§ Where next