Normain built what it calls an "Extractional AI" platform, designed to pull structured, verifiable insights out of complex, unstructured documents for high-stakes work like audit, compliance, and due diligence. The company was founded in 2024 by Sara Landfors, Kalle Hansson, and Dennis Landfors, with Landfors drawing on experience building data-science applications at Boston Consulting Group and BCG X.
Rather than returning free-text summaries, Normain outputs structured fields, tables, or JSON with direct citations back to the source page or paragraph, which is what makes its output traceable enough for auditors and compliance teams to verify without re-reading the original document. The company reports 99% accuracy and a 10-minute setup on its own metrics pages, and says one of the Big Four professional-services firms has adopted the platform.
Normain fits governance, risk, audit, and compliance teams handling recurring, judgment-heavy document work rather than casual note-taking or summarization needs. The company does not publish self-serve pricing and sells through demos and direct enterprise deals, backed by ISO 27001 certification and progress toward SOC 2.
