§ The result
Saville Assessment leads Retorio on 6 of the 7 criteria.
Under rubric v1.0, Saville Assessment and Retorio finish 4 points apart, 48 to 44, as two Assessment entries. Saville Assessment leads 6 of the 7 criteria and the remaining criterion is level, so Retorio is ahead on none of them; the closest of the 6 Saville Assessment leads is Bias Audit Transparency, Retorio 40 to Saville Assessment 42. The advantage Saville Assessment holds is spread out: FRIA Support is both the widest raw gap and the heaviest weighted swing (Retorio 30, Saville Assessment 40, 15% weight), yet it supplies only 37% of the weighted points Saville Assessment gains across the 6 criteria it leads.
Vendor profile
Retorio
Video-based AI that analyses words, voice, and facial expression/body language to infer Big Five (OCEAN) personality and behavioural traits.
Vendor profile
Saville Assessment
Saville Assessment publishes the Wave personality questionnaires, Swift aptitude tests and situational judgment tests. They are scored automatically against norm groups and delivered through the Oasys platform, the Wave Connect hiring platform (which uses AI to build role profiles from job descriptions) and a two-minute Screener that returns a fit band into the employer's ATS.
§ The record
Retorio and Saville Assessment are both filed under Assessment AI. They also share 1 secondary category: Screening.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | Retorio | Saville Assessment |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | DE | GB |
| Founded | 2018 | 2004 |
§ What decides it
The criteria that move the gap, heaviest swing first.
15% weight · 37% of the movement so far
FRIA Support
Retorio 30 · Saville Assessment 40
1.5 weighted points to Saville Assessment
8% weight · 57% of the movement so far
Customer Documentation
Retorio 50 · Saville Assessment 60
0.8 weighted points to Saville Assessment
12% weight · 71% of the movement so far
Post-Market Monitoring
Retorio 33 · Saville Assessment 38
0.6 weighted points to Saville Assessment
15% weight · 82% of the movement so far
Data Governance Disclosure
Retorio 52 · Saville Assessment 55
0.4 weighted points to Saville Assessment
18% weight · 91% of the movement so far
Bias Audit Transparency
Retorio 40 · Saville Assessment 42
0.4 weighted points to Saville Assessment
12% weight · 100% of the movement so far
Human Oversight Design
Retorio 52 · Saville Assessment 55
0.4 weighted points to Saville Assessment
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -4.1 — the difference between the two totals before either is rounded. Shares are of 4.1 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 -4.1.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Retorio minus Saville Assessment.
| Category | Weight | Retorio | Saville Assessment | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 50 | 50 | - | - |
| Bias Audit Transparency | 18% | 40 | 42 | -2 | -0.4 |
| FRIA Support | 15% | 30 | 40 | -10 | -1.5 |
| Data Governance Disclosure | 15% | 52 | 55 | -3 | -0.4 |
| Human Oversight Design | 12% | 52 | 55 | -3 | -0.4 |
| Post-Market Monitoring | 12% | 33 | 38 | -5 | -0.6 |
| Customer Documentation | 8% | 50 | 60 | -10 | -0.8 |
| Total | 100% | 44 (F) | 48 (F) | -4 | -4.1 |
§ 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 | Retorio | Saville Assessment | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 2 | 1 | Sources on the vendor's own domain | 5 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on a separate domain | 4 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 6 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | Sources on the vendor's own domain | 5 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 6 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 16 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain | 34 | 6 | Audit reportSources on the vendor's own domainSources on a separate domain |
Retorio has 22 evidence rows across 7 of 7 criteria — 16 with a source URL, 6 documented absences; Saville Assessment has 40 evidence rows across 7 of 7 criteria — 34 with a source URL, 6 documented absences; some documentation or audit rows for Retorio and Saville Assessment sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 62 evidence rows on file for these two vendors: 22 for Retorio, across 4 distinct source domains, and 40 for Saville Assessment, across 2 distinct source domains.
- Rubric
- v1.0
- Retorio last reviewed
- June 7, 2026 · HireAIScore editorial team
- Saville Assessment last reviewed
- September 25, 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