SmartRecruiters
SmartRecruiters is an enterprise applicant tracking system and talent acquisition suite whose AI layer (the Winston assistant plus SmartAssistant/Winston Match) screens, ranks, and matches candidates to requisitions to support recruiter decisions.
§ 01 — Score breakdown
§ Score breakdown
Category scoring
Weighted contribution shown to the right of each bar.
- 01
Article 11 Technical Documentation
Weight 20%70
+14.0
- 02
Bias Audit Transparency
Weight 18%78
+14.0
- 03
FRIA Support
Weight 15%45
+6.8
- 04
Data Governance Disclosure
Weight 15%62
+9.3
- 05
Human Oversight Design
Weight 12%62
+7.4
- 06
Post-Market Monitoring
Weight 12%48
+5.8
- 07
Customer Documentation
Weight 8%63
+5.0
§ 02 — Strongest · weakest
Strongest category
Bias Audit Transparency
Raw score 78 · contributes 14.0 to total.
Weakest category
Customer Documentation
Raw score 63 · contributes 5.0 to total.
§ 03 — Cited evidence
§ Evidence
Cited per category
Every score is backed by at least one cited piece of evidence.
§ 04 — Editorial notes
Company overview
SmartRecruiters, founded in 2010 and headquartered in San Francisco, is an enterprise applicant tracking system and talent acquisition suite serving large global employers. Its AI is a feature layer on top of the ATS: the SmartAssistant/Winston Match models score and rank candidates against jobs, while the agentic 'Winston' assistant (Chat, Screen, Match, Companion, Interview) is governed by an 'AI Control Center.' SAP completed its acquisition of SmartRecruiters in September 2025, folding the platform into the SAP SuccessFactors HCM portfolio. The company maintains an unusually deep, Conveyor-style Trust Center cataloguing dozens of security and AI-governance artifacts.
Regulatory exposure
Candidate scoring and ranking place SmartRecruiters squarely in scope of NYC Local Law 144 (its SmartAssistant has published AEDT bias audits) and the EU AI Act's high-risk hiring category, with Illinois and Colorado deployer rules also relevant. Its Artificial Intelligence Addendum positions SmartRecruiters as the 'Provider' and the customer as the 'Deployer' responsible for compliance, while asserting the tools 'do not independently evaluate, score, or rank candidates' as a sole basis for decisions. SmartRecruiters holds an ISO 42001 AI-management-system certification and per-product AI Impact Assessments and DPIAs, but the great majority of these artifacts sit behind a Trust Center access request rather than open download.
Path to a higher score
The strongest lift would be moving the already-existing artifacts from gated (isPublic:false) Trust Center listings to open public download — specifically the ISO 42001 certificate, the per-product AI Impact Assessments, the AI Transparency / Technical Overview documents, and the 2025 AdeptID and Winston Match AEDT bias audits, so that a second and third consecutive public bias audit are downloadable alongside the 2023 ConductorAI one. Publishing an explicit EU AI Act Article 27 FRIA template or deployer checklist, a named data-exclusion list for protected attributes, and a public AI model-update changelog or monitoring dashboard would further raise FRIA, data-governance, and post-market-monitoring scores.
Conflicts of interest
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