Unstructured Technologies

Unstructured converts documents into structured, AI ready data. It parses PDFs, scans, tables, forms, spreadsheets and more than 65 file types, choosing the right processing strategy for each file automatically, and outputs clean structured data for retrieval augmented generation pipelines and AI agents. It can be used through an API or through MCP. Beyond parsing, the platform provides more than 40 connectors, covering over 20 sources and over 20 destinations, with change detection, incremental processing and batch processing so that document pipelines stay current. It supports more than 10 vision language models. Deployment options include the vendor's cloud, AWS and Azure Marketplaces, and, on the Business plan, a dedicated instance, in VPC deployment on Azure, AWS or GCP, or bare metal. The vendor tailors its pitch to regulated and document heavy industries including finance, healthcare, government, legal, manufacturing and insurance, and names SAP, IBM, Intel, Teradata and Uniphore as companies that use it. Pricing is published. The Free plan includes 10,000 pages with no card required, and all features are included. Pay as you go costs $0.015 per page after those first 10,000 free pages. The Business plan has custom pricing, adds multi user accounts, data isolation and dedicated technical support, and is arranged through sales.