§ The result
2 points separate Talkpush and Retorio.
Talkpush (Screening) edges Retorio (Assessment) by 2 points under rubric v1.0, 46 to 44. Talkpush leads 5 of the 7 criteria, including Post-Market Monitoring, while Retorio leads 2, including Data Governance Disclosure. Post-Market Monitoring is both the widest raw gap and the heaviest weighted swing — Retorio 33, Talkpush 46 — and at a 12% weight it carries 43% of the weighted advantage Talkpush holds across the 5 criteria on that side of the table.
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
Talkpush
Talkpush is a conversational recruitment CRM and applicant tracking system for high-volume hiring that screens candidates over WhatsApp, Messenger, SMS and voice using chatbots, automated workflows (Autoflow), an AI English-proficiency assessment (TalkScore) and an outbound AI voice agent.
§ The record
Retorio is filed under Assessment AI, Talkpush under Screening AI. They record no secondary category in common.
Both are in scope of NYC LL 144, Illinois HB 3773, EU AI Act, Colorado AI Act and Mobley v. Workday.
| Record | Retorio | Talkpush |
|---|---|---|
| Price tier | Mid | Enterprise |
| Headquarters | DE | HK |
| Founded | 2018 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
12% weight · 30% of the movement so far
Post-Market Monitoring
Retorio 33 · Talkpush 46
1.6 weighted points to Talkpush
15% weight · 53% of the movement so far
Data Governance Disclosure
Retorio 52 · Talkpush 44
1.2 weighted points to Retorio
8% weight · 68% of the movement so far
Customer Documentation
Retorio 50 · Talkpush 60
0.8 weighted points to Talkpush
12% weight · 77% of the movement so far
Human Oversight Design
Retorio 52 · Talkpush 56
0.5 weighted points to Talkpush
15% weight · 86% of the movement so far
FRIA Support
Retorio 30 · Talkpush 27
0.4 weighted points to Retorio
20% weight · 93% of the movement so far
Article 11 Technical Documentation
Retorio 50 · Talkpush 52
0.4 weighted points to Talkpush
18% weight · 100% of the movement so far
Bias Audit Transparency
Retorio 40 · Talkpush 42
0.4 weighted points to Talkpush
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to -2.0 — the difference between the two totals before either is rounded. Shares are of 5.3 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -2 beside that -2.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Retorio minus Talkpush.
| Category | Weight | Retorio | Talkpush | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 50 | 52 | -2 | -0.4 |
| Bias Audit Transparency | 18% | 40 | 42 | -2 | -0.4 |
| FRIA Support | 15% | 30 | 27 | +3 | +0.4 |
| Data Governance Disclosure | 15% | 52 | 44 | +8 | +1.2 |
| Human Oversight Design | 12% | 52 | 56 | -4 | -0.5 |
| Post-Market Monitoring | 12% | 33 | 46 | -13 | -1.6 |
| Customer Documentation | 8% | 50 | 60 | -10 | -0.8 |
| Total | 100% | 44 (F) | 46 (F) | -2 | -2.0 |
§ 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 | Talkpush | ||||
|---|---|---|---|---|---|---|---|
| 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 domainSources on a separate domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on a separate domain | 3 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 3 | 1 | Sources on the vendor's own domain | 4 | 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 | 21 | 7 | Sources 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; Talkpush has 28 evidence rows across 7 of 7 criteria — 21 with a source URL, 7 documented absences; some documentation or audit rows for Retorio and Talkpush 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: 22 for Retorio, across 4 distinct source domains, and 28 for Talkpush, across 2 distinct source domains.
- Rubric
- v1.0
- Retorio last reviewed
- June 7, 2026 · HireAIScore editorial team
- Talkpush 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