§ The result
2 points separate Zoho Recruit and Pillar.
Zoho Recruit (ATS-integrated) edges Pillar (Screening) by 2 points under rubric v1.0, 42 to 40. Zoho Recruit leads 5 of the 7 criteria, including Data Governance Disclosure, while Pillar leads 1, including Bias Audit Transparency, and 1 is level. Bias Audit Transparency is at once the widest raw gap and the heaviest weighted swing, and it belongs to Pillar — Pillar 38, Zoho Recruit 24, on an 18% weight — which is 100% of the weighted advantage Pillar holds across the 1 criterion on that side of the table.
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.
Vendor profile
Zoho Recruit
Zoho Recruit is a cloud-based applicant tracking and recruiting platform whose Zia AI assistant performs resume parsing, skills-based candidate-to-job matching, match scoring, sourcing, and AI-assisted screening and assessments.
§ The record
Pillar is filed under Screening AI, Zoho Recruit under ATS-integrated AI. They also share 1 secondary category: Assessment.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act, Illinois HB 3773 and Mobley v. Workday.
| Record | Pillar | Zoho Recruit |
|---|---|---|
| Price tier | Mid | Low |
| Headquarters | US | IN |
| Founded | 2019 | 1996 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 39% of the movement so far
Bias Audit Transparency
Pillar 38 · Zoho Recruit 24
2.5 weighted points to Pillar
15% weight · 62% of the movement so far
Data Governance Disclosure
Pillar 45 · Zoho Recruit 55
1.5 weighted points to Zoho Recruit
12% weight · 75% of the movement so far
Post-Market Monitoring
Pillar 33 · Zoho Recruit 40
0.8 weighted points to Zoho Recruit
8% weight · 87% of the movement so far
Customer Documentation
Pillar 50 · Zoho Recruit 60
0.8 weighted points to Zoho Recruit
20% weight · 96% of the movement so far
Article 11 Technical Documentation
Pillar 42 · Zoho Recruit 45
0.6 weighted points to Zoho Recruit
12% weight · 100% of the movement so far
Human Oversight Design
Pillar 48 · Zoho Recruit 50
0.2 weighted points to Zoho Recruit
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -1.5 — the difference between the two totals before either is rounded. Shares are of 6.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -2 beside that -1.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Pillar minus Zoho Recruit.
| Category | Weight | Pillar | Zoho Recruit | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 42 | 45 | -3 | -0.6 |
| Bias Audit Transparency | 18% | 38 | 24 | +14 | +2.5 |
| FRIA Support | 15% | 30 | 30 | - | - |
| Data Governance Disclosure | 15% | 45 | 55 | -10 | -1.5 |
| Human Oversight Design | 12% | 48 | 50 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 33 | 40 | -7 | -0.8 |
| Customer Documentation | 8% | 50 | 60 | -10 | -0.8 |
| Total | 100% | 40 (F) | 42 (F) | -2 | -1.5 |
§ 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.
| Criterion | Weight | Pillar | Zoho Recruit | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domain | 1 | 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% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 12 | 7 | Audit reportSources on the vendor's own domain | 10 | 7 | Audit reportSources on the vendor's own domain |
Pillar has 19 evidence rows across 7 of 7 criteria — 12 with a source URL, 7 documented absences; Zoho Recruit has 17 evidence rows across 7 of 7 criteria — 10 with a source URL, 7 documented absences.
Provenance
The scores above are documented by 36 evidence rows on file for these two vendors: 19 for Pillar, across 1 distinct source domain, and 17 for Zoho Recruit, across 1 distinct source domain.
- Rubric
- v1.0
- Pillar last reviewed
- June 7, 2026 · HireAIScore editorial team
- Zoho Recruit last reviewed
- July 17, 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