§ The result
4 points separate Jobylon and Retorio.
Jobylon (ATS-integrated) edges Retorio (Assessment) by 4 points under rubric v1.0, 48 to 44. The 7 criteria split 6 to 1 in favour of Jobylon: Jobylon is ahead on Post-Market Monitoring and Retorio on Bias Audit Transparency. The widest raw gap and the heaviest weighted swing are the same criterion, Bias Audit Transparency, and Retorio holds it (Jobylon 28, Retorio 40, 18% weight), worth 100% of the weighted advantage Retorio builds across the 1 criterion it leads.
Vendor profile
Jobylon
Jobylon is a Stockholm-based applicant tracking system and talent CRM for enterprise employers whose optional AI features score each applicant's CV against the job description, suggest existing candidates for other open roles, draft job ads and screening questions, and run candidate screening and interview scheduling over WhatsApp, SMS and email.
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
Jobylon is filed under ATS-integrated AI, Retorio under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773. Only Retorio is in scope of Mobley v. Workday.
| Record | Jobylon | Retorio |
|---|---|---|
| Price tier | Mid | Mid |
| Headquarters | SE | DE |
| Founded | 2011 | 2018 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 26% of the movement so far
Bias Audit Transparency
Jobylon 28 · Retorio 40
2.2 weighted points to Retorio
12% weight · 44% of the movement so far
Post-Market Monitoring
Jobylon 45 · Retorio 33
1.4 weighted points to Jobylon
20% weight · 56% of the movement so far
Article 11 Technical Documentation
Jobylon 55 · Retorio 50
1.0 weighted points to Jobylon
12% weight · 68% of the movement so far
Human Oversight Design
Jobylon 60 · Retorio 52
1.0 weighted points to Jobylon
15% weight · 79% of the movement so far
FRIA Support
Jobylon 36 · Retorio 30
0.9 weighted points to Jobylon
15% weight · 90% of the movement so far
Data Governance Disclosure
Jobylon 58 · Retorio 52
0.9 weighted points to Jobylon
8% weight · 100% of the movement so far
Customer Documentation
Jobylon 60 · Retorio 50
0.8 weighted points to Jobylon
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +3.8 — the difference between the two totals before either is rounded. Shares are of 8.2 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +4 beside that +3.8.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Jobylon minus Retorio.
| Category | Weight | Jobylon | Retorio | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 55 | 50 | +5 | +1.0 |
| Bias Audit Transparency | 18% | 28 | 40 | -12 | -2.2 |
| FRIA Support | 15% | 36 | 30 | +6 | +0.9 |
| Data Governance Disclosure | 15% | 58 | 52 | +6 | +0.9 |
| Human Oversight Design | 12% | 60 | 52 | +8 | +1.0 |
| Post-Market Monitoring | 12% | 45 | 33 | +12 | +1.4 |
| Customer Documentation | 8% | 60 | 50 | +10 | +0.8 |
| Total | 100% | 48 (F) | 44 (F) | +4 | +3.8 |
§ 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 | Jobylon | Retorio | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Audit reportSources on a separate domain |
| FRIA Support | 15% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 5 | 0 | Audit reportSources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 5 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 4 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 5 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 28 | 5 | Audit reportSources on the vendor's own domain | 16 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain |
Jobylon has 33 evidence rows across 7 of 7 criteria — 28 with a source URL, 5 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 55 evidence rows on file for these two vendors: 33 for Jobylon, across 1 distinct source domain, and 22 for Retorio, across 4 distinct source domains.
- Rubric
- v1.0
- Jobylon 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