§ The result
Eightfold AI leads Talkpush on 6 of the 7 criteria.
Eightfold AI finishes 18 points clear of Talkpush under rubric v1.0 — 64 (D) against 46 (F) — across the Sourcing and Screening cohorts. Eightfold AI leads 6 of the 7 criteria and the remaining criterion is level, so Talkpush is ahead on none of them; the closest of the 6 Eightfold AI leads is Human Oversight Design, Eightfold AI 60 to Talkpush 56. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Eightfold AI 85, Talkpush 42 — and at an 18% weight it carries 42% of the weighted advantage Eightfold AI holds across the 6 criteria on that side of the table.
Vendor profile
Eightfold AI
Talent intelligence platform offering candidate matching, internal mobility, and career-site personalization on top of a deep-learning talent graph.
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
Eightfold AI is filed under Candidate sourcing AI, Talkpush under Screening AI. They also share 1 secondary category: ATS-integrated.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only Talkpush is in scope of Illinois HB 3773 and Mobley v. Workday.
| Record | Eightfold AI | Talkpush |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | HK |
| Founded | 2016 | 2014 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 42% of the movement so far
Bias Audit Transparency
Eightfold AI 85 · Talkpush 42
7.7 weighted points to Eightfold AI
20% weight · 67% of the movement so far
Article 11 Technical Documentation
Eightfold AI 75 · Talkpush 52
4.6 weighted points to Eightfold AI
15% weight · 82% of the movement so far
FRIA Support
Eightfold AI 45 · Talkpush 27
2.7 weighted points to Eightfold AI
15% weight · 95% of the movement so far
Data Governance Disclosure
Eightfold AI 60 · Talkpush 44
2.4 weighted points to Eightfold AI
12% weight · 97% of the movement so far
Human Oversight Design
Eightfold AI 60 · Talkpush 56
0.5 weighted points to Eightfold AI
12% weight · 100% of the movement so far
Post-Market Monitoring
Eightfold AI 50 · Talkpush 46
0.5 weighted points to Eightfold AI
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +18.4 — the difference between the two totals before either is rounded. Shares are of 18.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +18 beside that +18.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Eightfold AI minus Talkpush.
| Category | Weight | Eightfold AI | Talkpush | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 75 | 52 | +23 | +4.6 |
| Bias Audit Transparency | 18% | 85 | 42 | +43 | +7.7 |
| FRIA Support | 15% | 45 | 27 | +18 | +2.7 |
| Data Governance Disclosure | 15% | 60 | 44 | +16 | +2.4 |
| Human Oversight Design | 12% | 60 | 56 | +4 | +0.5 |
| Post-Market Monitoring | 12% | 50 | 46 | +4 | +0.5 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 64 (D) | 46 (F) | +18 | +18.4 |
§ 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 | Eightfold AI | Talkpush | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | 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 | 0 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 1 | Sources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 1 | 0 | — | 3 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 1 | 0 | — | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 2 | 0 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 13 | 2 | 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 |
Eightfold AI has 15 evidence rows across 7 of 7 criteria — 13 with a source URL, 2 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 Eightfold AI and Talkpush sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 43 evidence rows on file for these two vendors: 15 for Eightfold AI, across 2 distinct source domains, and 28 for Talkpush, across 2 distinct source domains.
- Rubric
- v1.0
- Eightfold AI last reviewed
- May 21, 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