Normain

Normain is an extractional AI platform designed to help business teams transform unstructured document chaos into structured, verifiable insights. It focuses on scaling human expertise by applying consistent, repeatable analysis across every document and engagement. The platform is built for high-stakes environments such as governance, risk management, audit, compliance, and due diligence, where accuracy and traceability are critical. Users upload a collection of complex documents—reports, spreadsheets, contracts, regulatory filings, or internal memos—and then pose specific, multi-layered questions. For example, an analyst can ask: “I’ve uploaded 12 reports and 4 Excel sheets. Extract the top 5 risks, quantify them, compare to last quarter, and give me a table with citations.” Normain processes these inputs by breaking down each document, identifying relevant passages, and cross-referencing data points across multiple sources. The output is a structured answer that includes quantified risk scores, comparative analysis, and direct citations to the original text or numbers—enabling users to verify every claim. Unlike generic large language models that may hallucinate or produce unreliable summaries, Normain treats each document as a source of truth. It uses a combination of retrieval-augmented generation, structured data extraction, and human-in-the-loop validation to ensure that answers are grounded in the provided materials. The system allows users to set up custom extraction rules, define question templates, and produce standardized outputs (tables, charts, scorecards) that fit directly into existing business processes. The platform is particularly suited for due diligence teams reviewing acquisition targets, auditors verifying financial statements, compliance officers