§ The result
Sapia.ai leads TalentLens on all 7 criteria.
Sapia.ai sits 10 points above TalentLens under rubric v1.0, 56 against 46, with both filed under Assessment. Sapia.ai is ahead of TalentLens on all 7 criteria but on none of them by as much as 20 raw points, the closest being Customer Documentation at Sapia.ai 62 to TalentLens 58. Even Article 11 Technical Documentation, the widest raw gap and the heaviest weighted swing (Sapia.ai 70, TalentLens 52, 20% weight), is only 34% of the weighted advantage Sapia.ai builds across the 7 criteria it leads.
Vendor profile
Sapia.ai
Structured, text-based chat interview that scores candidates on personality (HEXACO) and competency traits - with no video, audio, or demographic data used.
Vendor profile
TalentLens
TalentLens, Pearson's workplace psychometrics brand, publishes the Watson-Glaser critical-thinking test, Raven's Adaptive, BMCT-II and DAT Next Generation, which candidates take online and which are scored automatically against norm groups to produce percentile-based reports for hiring and development.
§ The record
Sapia.ai and TalentLens 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 | Sapia.ai | TalentLens |
|---|---|---|
| Price tier | Enterprise | Mid |
| Headquarters | AU | GB |
| Founded | 2013 | Not recorded |
§ What decides it
The criteria that move the gap, heaviest swing first.
20% weight · 34% of the movement so far
Article 11 Technical Documentation
Sapia.ai 70 · TalentLens 52
3.6 weighted points to Sapia.ai
12% weight · 55% of the movement so far
Post-Market Monitoring
Sapia.ai 50 · TalentLens 32
2.2 weighted points to Sapia.ai
15% weight · 72% of the movement so far
Data Governance Disclosure
Sapia.ai 62 · TalentLens 50
1.8 weighted points to Sapia.ai
18% weight · 84% of the movement so far
Bias Audit Transparency
Sapia.ai 52 · TalentLens 45
1.3 weighted points to Sapia.ai
15% weight · 91% of the movement so far
FRIA Support
Sapia.ai 35 · TalentLens 30
0.8 weighted points to Sapia.ai
12% weight · 97% of the movement so far
Human Oversight Design
Sapia.ai 62 · TalentLens 57
0.6 weighted points to Sapia.ai
8% weight · 100% of the movement so far
Customer Documentation
Sapia.ai 62 · TalentLens 58
0.3 weighted points to Sapia.ai
Weighted delta is the raw difference times the criterion weight, so the 7 figures above sum to +10.5 — the difference between the two totals before either is rounded. Shares are of 10.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +10 beside that +10.5.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is Sapia.ai minus TalentLens.
| Category | Weight | Sapia.ai | TalentLens | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 70 | 52 | +18 | +3.6 |
| Bias Audit Transparency | 18% | 52 | 45 | +7 | +1.3 |
| FRIA Support | 15% | 35 | 30 | +5 | +0.8 |
| Data Governance Disclosure | 15% | 62 | 50 | +12 | +1.8 |
| Human Oversight Design | 12% | 62 | 57 | +5 | +0.6 |
| Post-Market Monitoring | 12% | 50 | 32 | +18 | +2.2 |
| Customer Documentation | 8% | 62 | 58 | +4 | +0.3 |
| Total | 100% | 56 (F) | 46 (F) | +10 | +10.5 |
§ 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 | Sapia.ai | TalentLens | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Bias Audit Transparency | 18% | 2 | 1 | Audit reportSources on the vendor's own domainSources on a separate domain | 3 | 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 | 2 | 1 | Sources on the vendor's own domain |
| Data Governance Disclosure | 15% | 3 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 2 | 0 | Sources on the vendor's own domain | 4 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 0 | Sources on the vendor's own domain | 3 | 1 | Sources on the vendor's own domainSources on a separate domain |
| Customer Documentation | 8% | 2 | 1 | Sources on the vendor's own domain | 4 | 1 | Sources on the vendor's own domain |
| All criteria | 100% | 16 | 4 | Audit reportSources on the vendor's own domainSources on a separate domain | 24 | 5 | Audit reportSources on the vendor's own domainSources on a separate domain |
Sapia.ai has 20 evidence rows across 7 of 7 criteria — 16 with a source URL, 4 documented absences; TalentLens has 29 evidence rows across 7 of 7 criteria — 24 with a source URL, 5 documented absences; some documentation or audit rows for Sapia.ai and TalentLens sit on a domain separate from the vendor's own site.
Provenance
The scores above are documented by 49 evidence rows on file for these two vendors: 20 for Sapia.ai, across 2 distinct source domains, and 29 for TalentLens, across 3 distinct source domains.
- Rubric
- v1.0
- Sapia.ai last reviewed
- June 7, 2026 · HireAIScore editorial team
- TalentLens 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