Side-by-side · Rubric v1.0
Harri vs Talkpush
Harri
Harri is a frontline workforce platform for hospitality, grocery and care employers whose pre-hire suite pairs a career portal and applicant tracking system with Carri, a conversational AI assistant that screens applicants and coordinates interviews, plus an agentic AI layer (Salli) for scheduling and labor-law compliance.
Substantial gaps
ATS-integrated
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.
Substantial gaps
Screening
The result
Talkpush leads Harri by 5 points.
Under rubric v1.0, Talkpush, filed under Screening, finishes on 46 and Harri, filed under ATS-integrated, on 41, 5 points apart. The 7 criteria split 4 to 2 in favour of Talkpush, with 1 level: Talkpush is ahead on Bias Audit Transparency and Harri on FRIA Support. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Harri 22, Talkpush 42 — and at an 18% weight it carries 44% of the weighted advantage Talkpush holds across the 4 criteria on that side of the table.
Criteria won
7 criteria
- Harri2
- Talkpush4
- Level1
- Widest raw gap
- Bias Audit Transparency22 vs 42
- Heaviest weighted swing
- Bias Audit Transparency18% weight
The record
Categories, scope and company facts.
Harri is filed under ATS-integrated AI, Talkpush under Screening AI. They record no secondary category in common.
Both are in scope of
Only Talkpush is in scope of
| Record | Harri | Talkpush |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | HK |
| Founded | 2012 | 2014 |
What decides it
The criteria that move the gap, heaviest swing first.
- 1
Bias Audit Transparency
18% weight30% of the movement so far
Harri22Talkpush423.6 weighted points to Talkpush
- 2
Article 11 Technical Documentation
20% weight59% of the movement so far
Harri35Talkpush523.4 weighted points to Talkpush
- 3
FRIA Support
15% weight80% of the movement so far
Harri44Talkpush272.5 weighted points to Harri
- 4
Data Governance Disclosure
15% weight90% of the movement so far
Harri52Talkpush441.2 weighted points to Harri
- 5
Post-Market Monitoring
12% weight96% of the movement so far
Harri40Talkpush460.7 weighted points to Talkpush
- 6
Human Oversight Design
12% weight100% of the movement so far
Harri52Talkpush560.5 weighted points to Talkpush
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to -4.5 — the difference between the two totals before either is rounded. Shares are of 12.0 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads -5 beside that -4.5.
Category-by-category
Raw score per criterion, with weighted delta.
Δ is Harri minus Talkpush, coloured for whichever of the two it favours.
| Category | Weight | Harri | Talkpush | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 35 | 52 | -17 | -3.4 |
| Bias Audit Transparency | 18% | 22 | 42 | -20 | -3.6 |
| FRIA Support | 15% | 44 | 27 | +17 | +2.5 |
| Data Governance Disclosure | 15% | 52 | 44 | +8 | +1.2 |
| Human Oversight Design | 12% | 52 | 56 | -4 | -0.5 |
| Post-Market Monitoring | 12% | 40 | 46 | -6 | -0.7 |
| Customer Documentation | 8% | 60 | 60 | - | - |
| Total | 100% | 41F | 46F | -5 | -4.5 |
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 | Harri | 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% | 2 | 2 | Sources on the vendor's own 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% | 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 | 4 | 1 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 19 | 8 | Sources on the vendor's own domain | 21 | 7 | Sources on the vendor's own domainSources on a separate domain |
Harri has 27 evidence rows across 7 of 7 criteria — 19 with a source URL, 8 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 Talkpush 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: 27 for Harri, across 1 distinct source domain, and 28 for Talkpush, across 2 distinct source domains.
- Rubric
- v1.0
- Harri last reviewed
- August 2, 2026 · HireAIScore editorial team
- Talkpush last reviewed
- August 2, 2026 · HireAIScore editorial team
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