Resources
Insights for AI Teams
Practical guides, templates, case studies, and research on data annotation, AI quality, and compliance — from the LabelFort team.
Blogs
View all posts From the Team
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BlogEvidence-Grade Annotation: The Audit-Ready AI Data Standard
Evidence-grade annotation is the audit-ready standard for AI training data. Six artefacts captured at labelling time meet EU AI Act, HIPAA, and AI compliance demands.
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BlogData Annotation Outsourcing 2026: Compliance Vendor Guide
Data annotation outsourcing in 2026 isn't a cost-per-label decision — it's an evidence problem. A 12-criterion vendor scorecard plus a TCO and risk calculator.
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BlogEU AI Act Annex IV: 9-Section Technical File Checklist (2026)
EU AI Act Annex IV applies 2 August 2026. The 9-section technical-file checklist — and the two sections (data governance, performance metrics) where annotation providers fail audits.