Unstructured
ETL pipeline for unstructured data and LLMs
About
Founded in 2022, Unstructured provides an open-source and cloud API platform that preprocesses unstructured data—PDFs, HTML, Word docs, images, email, and more—into clean, chunked outputs suitable for LLM ingestion and vector databases. The platform handles format parsing, element classification, and chunking strategies so AI engineering teams can build reliable RAG and fine-tuning pipelines without writing custom parsers. Unstructured targets enterprise AI teams, data platform vendors, and developers building production LLM applications. It competes with Reducto and LlamaParse, differentiating on open-source accessibility, breadth of supported file types, and enterprise connectors to sources like SharePoint, Confluence, and S3.
Products
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Unstructured Data Platform
— Transforms complex unstructured data into clean, structured data securely and continuously for AI and analysis.
Customer sectors: enterprise IT, data engineering, AI teams
Market research & competitive positioning
Source-backed TAM / SAM / SOM sizing, displacement analysis, and an interactive peer positioning map for Unstructured — available to members.
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