§ The result
4 points separate iCIMS and Textkernel.
iCIMS (ATS-integrated) edges Textkernel (Sourcing) by 4 points under rubric v1.0, 55 to 51. iCIMS leads 5 of the 7 criteria, including Bias Audit Transparency, while Textkernel leads 1, including Human Oversight Design, and 1 is level. Bias Audit Transparency is both the widest raw gap and the heaviest weighted swing — iCIMS 68, Textkernel 55 — and at an 18% weight it carries 55% of the weighted advantage iCIMS holds across the 5 criteria on that side of the table.
Vendor profile
iCIMS
Enterprise talent-acquisition / applicant tracking platform (the iCIMS Talent Cloud) that adds optional AI features - Candidate Ranking, Talent Match, and a GPT-powered Copilot - to source, rank, and engage candidates.
Vendor profile
Textkernel
Textkernel provides AI-powered CV/resume and job parsing, semantic search, and candidate-job matching technology (including the acquired Sovren engine) embedded inside ATS, job board, and HR systems.
§ The record
iCIMS is filed under ATS-integrated AI, Textkernel under Candidate sourcing AI. They also share 1 secondary category: Screening.
Both are in scope of EU AI Act, NYC LL 144, Colorado AI Act and Illinois HB 3773.
| Record | iCIMS | Textkernel |
|---|---|---|
| Price tier | Enterprise | Enterprise |
| Headquarters | US | NL |
| Founded | 2000 | 2001 |
§ What decides it
The criteria that move the gap, heaviest swing first.
18% weight · 52% of the movement so far
Bias Audit Transparency
iCIMS 68 · Textkernel 55
2.3 weighted points to iCIMS
15% weight · 72% of the movement so far
FRIA Support
iCIMS 38 · Textkernel 32
0.9 weighted points to iCIMS
20% weight · 86% of the movement so far
Article 11 Technical Documentation
iCIMS 58 · Textkernel 55
0.6 weighted points to iCIMS
12% weight · 91% of the movement so far
Human Oversight Design
iCIMS 58 · Textkernel 60
0.2 weighted points to Textkernel
12% weight · 97% of the movement so far
Post-Market Monitoring
iCIMS 42 · Textkernel 40
0.2 weighted points to iCIMS
15% weight · 100% of the movement so far
Data Governance Disclosure
iCIMS 56 · Textkernel 55
0.1 weighted points to iCIMS
Weighted delta is the raw difference times the criterion weight, so the 6 figures above sum to +4.0 — the difference between the two totals before either is rounded. Shares are of 4.5 points of movement counted without direction. The table below rounds each side to a whole number first, so its Δ raw total reads +4 beside that +4.0.
§ Category-by-category
Raw score per criterion, with weighted delta.
Δ is iCIMS minus Textkernel.
| Category | Weight | iCIMS | Textkernel | Δ raw | Δ weighted |
|---|---|---|---|---|---|
| Article 11 Technical Documentation | 20% | 58 | 55 | +3 | +0.6 |
| Bias Audit Transparency | 18% | 68 | 55 | +13 | +2.3 |
| FRIA Support | 15% | 38 | 32 | +6 | +0.9 |
| Data Governance Disclosure | 15% | 56 | 55 | +1 | +0.1 |
| Human Oversight Design | 12% | 58 | 60 | -2 | -0.2 |
| Post-Market Monitoring | 12% | 42 | 40 | +2 | +0.2 |
| Customer Documentation | 8% | 62 | 62 | - | - |
| Total | 100% | 55 (F) | 51 (F) | +4 | +4.0 |
§ 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 | iCIMS | Textkernel | ||||
|---|---|---|---|---|---|---|---|
| Cited | Absences | Audit / hosting | Cited | Absences | Audit / hosting | ||
| Article 11 Technical Documentation | 20% | 3 | 0 | Audit reportSources on the vendor's own domain | 2 | 1 | Sources on the vendor's own domain |
| Bias Audit Transparency | 18% | 3 | 1 | Audit reportSources on the vendor's own domain | 2 | 1 | Audit reportSources on the vendor's own domain |
| FRIA Support | 15% | 1 | 1 | Sources on the vendor's own domain | 1 | 1 | — |
| Data Governance Disclosure | 15% | 4 | 0 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Human Oversight Design | 12% | 3 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| Post-Market Monitoring | 12% | 3 | 1 | Sources on the vendor's own domain | 1 | 1 | Sources on the vendor's own domain |
| Customer Documentation | 8% | 4 | 0 | Sources on the vendor's own domain | 3 | 0 | Sources on the vendor's own domain |
| All criteria | 100% | 21 | 3 | Audit reportSources on the vendor's own domain | 13 | 5 | Audit reportSources on the vendor's own domain |
iCIMS has 24 evidence rows across 7 of 7 criteria — 21 with a source URL, 3 documented absences; Textkernel has 18 evidence rows across 7 of 7 criteria — 13 with a source URL, 5 documented absences.
Provenance
The scores above are documented by 42 evidence rows on file for these two vendors: 24 for iCIMS, across 2 distinct source domains, and 18 for Textkernel, across 1 distinct source domain.
- Rubric
- v1.0
- iCIMS last reviewed
- June 7, 2026 · HireAIScore editorial team
- Textkernel last reviewed
- June 7, 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