§ The result
3 points separate Radancy and impress.ai.
Radancy (Sourcing) edges impress.ai (Screening) by 3 points under rubric v1.0, 41 to 38. Radancy leads 6 of the 7 criteria, including Article 11 Technical Documentation, while impress.ai leads 1, including Bias Audit Transparency. Article 11 Technical Documentation is both the widest raw gap and the heaviest weighted swing — impress.ai 35, Radancy 42 — and at a 20% weight it carries 40% of the weighted advantage Radancy 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
Radancy
Radancy is an enterprise talent acquisition cloud combining recruitment marketing, career sites and CRM with agentic AI that sources, screens, scores, ranks and schedules candidates, including one-way video screening inherited from its myInterview acquisition.
§ The record
impress.ai is filed under Screening AI, Radancy under Candidate sourcing AI. They also share 1 secondary category: Video interview.
Both are in scope of EU AI Act, NYC LL 144, Illinois HB 3773, Colorado AI Act and Mobley v. Workday.
| Record | impress.ai | Radancy |
|---|---|---|
| Price tier | High | Enterprise |
| Headquarters | SG | US |
| Founded | 2017 | 2006 |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 36% of the movement so far
Article 11 Technical Documentation
impress.ai 35 · Radancy 42
1.4 weighted points to Radancy
12% weight · 51% of the movement so far
Human Oversight Design
impress.ai 52 · Radancy 57
0.6 weighted points to Radancy
12% weight · 64% of the movement so far
Post-Market Monitoring
impress.ai 32 · Radancy 36
0.5 weighted points to Radancy
15% weight · 75% of the movement so far
FRIA Support
impress.ai 25 · Radancy 28
0.4 weighted points to Radancy
15% weight · 87% of the movement so far
Data Governance Disclosure
impress.ai 55 · Radancy 58
0.4 weighted points to Radancy
18% weight · 96% of the movement so far
Bias Audit Transparency
impress.ai 22 · Radancy 20
0.4 weighted points to impress.ai
8% weight · 100% of the movement so far
Customer Documentation
impress.ai 58 · Radancy 60
0.2 weighted points to Radancy
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -3.2 — the difference between the two totals before either is rounded. Shares are of 3.9 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -3 beside that -3.2.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is impress.ai minus Radancy.
| Category | Weight | impress.ai | Radancy | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 42 | -7 | -1.4 |
| Bias Audit Transparency | 18% | 22 | 20 | +2 | +0.4 |
| FRIA Support | 15% | 25 | 28 | -3 | -0.4 |
| Data Governance Disclosure | 15% | 55 | 58 | -3 | -0.4 |
| Human Oversight Design | 12% | 52 | 57 | -5 | -0.6 |
| Post-Market Monitoring | 12% | 32 | 36 | -4 | -0.5 |
| Customer Documentation | 8% | 58 | 60 | -2 | -0.2 |
| Total | 100% | 38 (F) | 41 (F) | -3 | -3.2 |
§ 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 | Radancy | ||||
|---|---|---|---|---|---|---|---|
| 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 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| 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 | 3 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 18 | 7 | Sources on the vendor's own domain | 16 | 6 | 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; Radancy has 22 evidence rows across 7 of 7 criteria — 16 with a source URL, 6 documented absences.
Provenance
The scores above are documented by 47 evidence rows on file for these two vendors: 25 for impress.ai, across 1 distinct source domain, and 22 for Radancy, across 1 distinct source domain.
- Rubric
- v1.0
- impress.ai last reviewed
- August 2, 2026 · HireAIScore editorial team
- Radancy last reviewed
- August 2, 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