§ The result
Retorio leads JobDiva on all 7 criteria.
Retorio finishes 15 points clear of JobDiva under rubric v1.0 — 44 against 29 — across the Assessment and ATS-integrated cohorts. Retorio takes all 7 criteria and JobDiva none of them; the nearest contest is Post-Market Monitoring, JobDiva 30 to Retorio 33. Even Bias Audit Transparency, the widest raw gap and the heaviest weighted swing (JobDiva 15, Retorio 40, 18% weight), is only 31% of the weighted advantage Retorio builds across the 7 criteria it leads.
Vendor profile
JobDiva
JobDiva is an all-in-one ATS, CRM, onboarding, back-office and VMS-synchronization platform for staffing agencies, with AI features including DivaMatch candidate-to-job scoring, AI-enhanced matching and semantic search, resume harvesting and generative outreach.
Vendor profile
Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
§ The record
JobDiva is filed under ATS-integrated AI, Retorio under Assessment AI. They record no secondary category in common.
Both are in scope of EU AI Act, NYC LL 144 and Colorado AI Act. Only Retorio is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | JobDiva | Retorio |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | US | DE |
| Founded | 2003 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 31% of the movement so far
Bias Audit Transparency
JobDiva 15 · Retorio 40
4.5 weighted points to Retorio
20% weight · 61% of the movement so far
Article 11 Technical Documentation
JobDiva 28 · Retorio 50
4.4 weighted points to Retorio
15% weight · 75% of the movement so far
Data Governance Disclosure
JobDiva 38 · Retorio 52
2.1 weighted points to Retorio
12% weight · 85% of the movement so far
Human Oversight Design
JobDiva 40 · Retorio 52
1.4 weighted points to Retorio
15% weight · 93% of the movement so far
FRIA Support
JobDiva 22 · Retorio 30
1.2 weighted points to Retorio
8% weight · 98% of the movement so far
Customer Documentation
JobDiva 42 · Retorio 50
0.6 weighted points to Retorio
12% weight · 100% of the movement so far
Post-Market Monitoring
JobDiva 30 · Retorio 33
0.4 weighted points to Retorio
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -14.6 — the difference between the two totals before either is rounded. Shares are of 14.6 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -15 beside that -14.6.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is JobDiva minus Retorio.
| Category | Weight | JobDiva | Retorio | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 28 | 50 | -22 | -4.4 |
| Bias Audit Transparency | 18% | 15 | 40 | -25 | -4.5 |
| FRIA Support | 15% | 22 | 30 | -8 | -1.2 |
| Data Governance Disclosure | 15% | 38 | 52 | -14 | -2.1 |
| Human Oversight Design | 12% | 40 | 52 | -12 | -1.4 |
| Post-Market Monitoring | 12% | 30 | 33 | -3 | -0.4 |
| Customer Documentation | 8% | 42 | 50 | -8 | -0.6 |
| Total | 100% | 29 (F) | 44 (F) | -15 | -14.6 |
§ 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 | JobDiva | Retorio | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 4 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 1 | 2 | — | 3 | 1 | Audit reportSources on a separate 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% | 4 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 1 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 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 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 20 | 8 | Sources on the vendor's own domain | 16 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain |
JobDiva has 28 evidence rows across 7 of 7 criteria — 20 with a source URL, 8 documented absences; Retorio has 22 evidence rows across 7 of 7 criteria — 16 with a source URL, 6 documented absences; some documentation or audit rows for Retorio sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 50 evidence rows on file for these two vendors: 28 for JobDiva, across 2 distinct source domains, and 22 for Retorio, across 4 distinct source domains.
- Rubric
- v1.0
- JobDiva last reviewed
- September 25, 2026 · HireAIScore editorial team
- Retorio 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