Normain

Normain is an Extractional AI platform designed to turn unstructured documents into reliable, structured data at scale. It enables business teams to extract precise facts, fields, and relationships from complex document sets—such as contracts, reports, forms, and emails—without relying on manual review or rigid templates. The primary purpose of Normain is to operationalize human expertise by encoding domain-specific knowledge into repeatable extraction workflows that are accurate, auditable, and easy to maintain over time.

Normain allows users to define exactly what they need to extract—clauses, dates, entities, numerical values, conditions, and more—using a combination of intuitive configuration and expert feedback loops. Its Extractional AI models are optimized for fine-grained retrieval, enabling it to locate specific answers within long, heterogeneous documents rather than generating free-form text. The platform supports large-scale ingestion, processing thousands of documents while preserving traceability back to the original source for each extracted field. Built-in validation, confidence scoring, and exception handling help teams review edge cases efficiently and continuously improve extraction quality.