§ The result
Oracle Recruiting leads impress.ai on all 7 criteria.
Oracle Recruiting sits 11 points above impress.ai under rubric v1.0 — 49 against 38 — with Oracle Recruiting filed under ATS-integrated and impress.ai under Screening. Oracle Recruiting leads every one of the 7 criteria, impress.ai none of them, and the closest of the 7 is Customer Documentation, impress.ai 58 to Oracle Recruiting 62. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — impress.ai 35, Oracle Recruiting 60 — and at a 20% weight it carries 46% of the weighted advantage Oracle Recruiting holds across the 7 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
Oracle Recruiting
Oracle Recruiting (part of Oracle Fusion Cloud HCM, formerly Oracle Recruiting Cloud) is an enterprise applicant tracking system whose embedded AI suggests and ranks candidates, finds similar candidates, and generates 0-5 generative-AI match ratings against job requisitions to assist recruiters.
§ The record
impress.ai is filed under Screening AI, Oracle Recruiting under ATS-integrated AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773 and Colorado AI Act. Only impress.ai is in scope of Mobley v. Workday.
| Record | impress.ai | Oracle Recruiting |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | SG | US |
| Founded | 2017 | 1977 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 46% of the movement so far
Article 11 Technical Documentation
impress.ai 35 · Oracle Recruiting 60
5.0 weighted points to Oracle Recruiting
15% weight · 59% of the movement so far
FRIA Support
impress.ai 25 · Oracle Recruiting 35
1.5 weighted points to Oracle Recruiting
18% weight · 73% of the movement so far
Bias Audit Transparency
impress.ai 22 · Oracle Recruiting 30
1.4 weighted points to Oracle Recruiting
12% weight · 81% of the movement so far
Human Oversight Design
impress.ai 52 · Oracle Recruiting 60
1.0 weighted points to Oracle Recruiting
12% weight · 90% of the movement so far
Post-Market Monitoring
impress.ai 32 · Oracle Recruiting 40
1.0 weighted points to Oracle Recruiting
15% weight · 97% of the movement so far
Data Governance Disclosure
impress.ai 55 · Oracle Recruiting 60
0.8 weighted points to Oracle Recruiting
8% weight · 100% of the movement so far
Customer Documentation
impress.ai 58 · Oracle Recruiting 62
0.3 weighted points to Oracle Recruiting
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -10.9 — the difference between the two totals before either is rounded. Shares are of 10.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -11 beside that -10.9.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is impress.ai minus Oracle Recruiting.
| Category | Weight | impress.ai | Oracle Recruiting | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 60 | -25 | -5.0 |
| Bias Audit Transparency | 18% | 22 | 30 | -8 | -1.4 |
| FRIA Support | 15% | 25 | 35 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 55 | 60 | -5 | -0.8 |
| Human Oversight Design | 12% | 52 | 60 | -8 | -1.0 |
| Post-Market Monitoring | 12% | 32 | 40 | -8 | -1.0 |
| Customer Documentation | 8% | 58 | 62 | -4 | -0.3 |
| Total | 100% | 38 (F) | 49 (F) | -11 | -10.9 |
§ 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 | impress.ai | Oracle Recruiting | ||||
|---|---|---|---|---|---|---|---|
| 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 | 2 | — |
| FRIA Support | 15% | 2 | 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 | 3 | 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 | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 18 | 7 | Sources on the vendor's own domain | 13 | 4 | Sources 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; Oracle Recruiting has 16 evidence rows across 7 of 7 criteria — 13 with a source URL, 4 documented absences.
Provenance
The scores above are documented by 41 evidence rows on file for these two vendors: 25 for impress.ai, across 1 distinct source domain, and 16 for Oracle Recruiting, across 2 distinct source domains.
- Rubric
- v1.0
- impress.ai last reviewed
- August 2, 2026 · HireAIScore editorial team
- Oracle Recruiting 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