§ The result
Workday Recruiting AI leads impress.ai on 6 of the 7 criteria.
Workday Recruiting AI finishes 18 points clear of impress.ai under rubric v1.0 — 56 against 38 — across the ATS-integrated and Screening cohorts. Workday Recruiting AI leads 6 of the 7 criteria and the remaining criterion is level, so impress.ai is ahead on none of them; the closest of the 6 Workday Recruiting AI leads is Post-Market Monitoring, impress.ai 32 to Workday Recruiting AI 35. The widest raw gap and the heaviest weighted swing fall on different criteria: Bias Audit Transparency (impress.ai 22, Workday Recruiting AI 60) and Article 11 Technical Documentation at 20% (impress.ai 35, Workday Recruiting AI 70), the second being 39% of the weighted advantage Workday Recruiting AI holds across the 6 criteria on that side of the table.
Vendor profile
impress.ai
impress.ai is a Singapore-headquartered recruitment automation platform that uses conversational AI assistants, resume parsing and scoring, and structured competency-based screening to filter, rank and shortlist job candidates, integrating with enterprise ATS systems.
Vendor profile
Workday Recruiting AI
AI features built into Workday Recruiting, including candidate-skill matching and recruiter productivity tools, surfaced inside the Workday ATS.
§ The record
impress.ai is filed under Screening AI, Workday Recruiting AI under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only impress.ai is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | impress.ai | Workday Recruiting AI |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | SG | US |
| Founded | 2017 | 2005 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 39% of the movement so far
Article 11 Technical Documentation
impress.ai 35 · Workday Recruiting AI 70
7.0 weighted points to Workday Recruiting AI
18% weight · 78% of the movement so far
Bias Audit Transparency
impress.ai 22 · Workday Recruiting AI 60
6.8 weighted points to Workday Recruiting AI
12% weight · 86% of the movement so far
Human Oversight Design
impress.ai 52 · Workday Recruiting AI 65
1.6 weighted points to Workday Recruiting AI
15% weight · 95% of the movement so far
FRIA Support
impress.ai 25 · Workday Recruiting AI 35
1.5 weighted points to Workday Recruiting AI
8% weight · 98% of the movement so far
Customer Documentation
impress.ai 58 · Workday Recruiting AI 65
0.6 weighted points to Workday Recruiting AI
12% weight · 100% of the movement so far
Post-Market Monitoring
impress.ai 32 · Workday Recruiting AI 35
0.4 weighted points to Workday Recruiting AI
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -17.8 — the difference between the two totals before either is rounded. Shares are of 17.8 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -18 beside that -17.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is impress.ai minus Workday Recruiting AI.
| Category | Weight | impress.ai | Workday Recruiting AI | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 70 | -35 | -7.0 |
| Bias Audit Transparency | 18% | 22 | 60 | -38 | -6.8 |
| FRIA Support | 15% | 25 | 35 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 55 | 55 | - | - |
| Human Oversight Design | 12% | 52 | 65 | -13 | -1.6 |
| Post-Market Monitoring | 12% | 32 | 35 | -3 | -0.4 |
| Customer Documentation | 8% | 58 | 65 | -7 | -0.6 |
| Total | 100% | 38 (F) | 56 (F) | -18 | -17.8 |
§ 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 | impress.ai | Workday Recruiting AI | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 2 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 1 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 0 | 1 | — |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 2 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 18 | 7 | Sources on the vendor's own domain | 9 | 2 | Audit reportSources on the vendor's own domain |
impress.ai has 25 evidence rows across 7 of 7 criteria — 18 with a source URL, 7 documented absences; Workday Recruiting AI has 11 evidence rows across 7 of 7 criteria — 9 with a source URL, 2 documented absences.
Provenance
The scores above are documented by 36 evidence rows on file for these two vendors: 25 for impress.ai, across 1 distinct source domain, and 11 for Workday Recruiting AI, across 1 distinct source domain.
- Rubric
- v1.0
- impress.ai last reviewed
- August 2, 2026 · HireAIScore editorial team
- Workday Recruiting AI last reviewed
- May 21, 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