§ The result
Eightfold AI leads Knockri on 6 of the 7 criteria.
Under rubric v1.0, Eightfold AI (Sourcing) opens a 17-point lead on Knockri (Video interview), 64 (D) to 47 (F). Knockri is ahead on none of the 7 criteria: Eightfold AI takes 6, the remaining criterion is level, and the nearest of those 6 is Data Governance Disclosure, Eightfold AI 60 to Knockri 55. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — Eightfold AI 85, Knockri 35 — and at an 18% weight it carries 52% 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
Knockri
Knockri runs asynchronous structured behavioural interviews that candidates answer by audio, video or text; it transcribes the answers, uses NLP models to score the work-related behaviours they describe against a skills framework, and produces per-skill scores and ranked shortlists.
§ The record
Eightfold AI is filed under Candidate sourcing AI, Knockri under Video interview AI. They record no secondary category in common.
Both are in scope of EU AI Act, Colorado AI Act and NYC LL 144. Only Knockri is in scope of Mobley v. Workday and Illinois HB 3773.
| Record | Eightfold AI | Knockri |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | US | CA |
| Founded | 2016 | 2017 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 52% of the movement so far
Bias Audit Transparency
Eightfold AI 85 · Knockri 35
9.0 weighted points to Eightfold AI
20% weight · 74% of the movement so far
Article 11 Technical Documentation
Eightfold AI 75 · Knockri 55
4.0 weighted points to Eightfold AI
12% weight · 85% of the movement so far
Post-Market Monitoring
Eightfold AI 50 · Knockri 35
1.8 weighted points to Eightfold AI
15% weight · 93% of the movement so far
FRIA Support
Eightfold AI 45 · Knockri 35
1.5 weighted points to Eightfold AI
15% weight · 98% of the movement so far
Data Governance Disclosure
Eightfold AI 60 · Knockri 55
0.8 weighted points to Eightfold AI
8% weight · 100% of the movement so far
Customer Documentation
Eightfold AI 60 · Knockri 55
0.4 weighted points to Eightfold AI
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +17.4 — the difference between the two totals before either is rounded. Shares are of 17.4 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +17 beside that +17.4.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Eightfold AI minus Knockri.
| Category | Weight | Eightfold AI | Knockri | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 75 | 55 | +20 | +4.0 |
| Bias Audit Transparency | 18% | 85 | 35 | +50 | +9.0 |
| FRIA Support | 15% | 45 | 35 | +10 | +1.5 |
| Data Governance Disclosure | 15% | 60 | 55 | +5 | +0.8 |
| Human Oversight Design | 12% | 60 | 60 | - | - |
| Post-Market Monitoring | 12% | 50 | 35 | +15 | +1.8 |
| Customer Documentation | 8% | 60 | 55 | +5 | +0.4 |
| Total | 100% | 64 (D) | 47 (F) | +17 | +17.4 |
§ 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 | Knockri | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Sources on the vendor's own domain | 6 | 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 | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| FRIA Support | 15% | 2 | 1 | Sources on the vendor's own domain | 3 | 1 | Sources on a separate domain |
| Data Governance Disclosure | 15% | 1 | 0 | — | 7 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Human Oversight Design | 12% | 1 | 0 | — | 5 | 0 | Sources on the vendor's own domainSources on a separate domain |
| Post-Market Monitoring | 12% | 1 | 1 | — | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 2 | 0 | Sources on the vendor's own domain | 7 | 1 | Sources on the vendor's own domainSources on a separate domain |
| All criteria | 100% | 13 | 2 | Audit reportSources on the vendor's own domainSources on a separate domain | 36 | 5 | 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; Knockri has 41 evidence rows across 7 of 7 criteria — 36 with a source URL, 5 documented absences; some documentation or audit rows for Eightfold AI and Knockri sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 56 evidence rows on file for these two vendors: 15 for Eightfold AI, across 2 distinct source domains, and 41 for Knockri, across 7 distinct source domains.
- Rubric
- v1.0
- Eightfold AI last reviewed
- May 21, 2026 · HireAIScore editorial team
- Knockri 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