Normain – Extraction-first AI delivering structured, traceable insights from complex documents

Summary: Normain uses AI to extract structured, verifiable insights from complex documents, ensuring traceability to source material. It focuses on validation and reuse rather than generating chat-based summaries that can hallucinate.

What it does

Users upload files or links and define the insights to extract. Normain processes PDFs, Excel, PowerPoint, and web links to deliver nuanced, cross-document analysis with traceability to exact document locations.

Who it's for

Designed for domain experts and business teams in audit, assurance, sustainability, and risk who need reliable, source-validated insights without requiring AI training or prompt engineering.

Why it matters

Normain solves the problem of unreliable AI summaries by providing transparent, repeatable extraction that preserves nuance and allows users to validate and correct insights directly linked to source documents.