Unstructured.io
✓ Text source-checked Oct 29, 2026Convert documents into structured, AI-ready data
Source-checked against the vendor's site · rebuilt from the vendor's own pagesProfile updated Link checked Pricing captured How we rate
Unstructured is an enterprise ETL and AI data pipeline platform that transforms complex, unstructured data into clean, AI-ready inputs. The vendor says that the platform supports 64+ file types, 30+ connectors, and 1,250+ pipelines to power GenAI applications.
The vendor says that unstructured extracts every page with its tables, layout, and reading order intact. Unstructured enriches content with metadata, structure, and context automatically. Unstructured connects with various embedding models to allow users to choose the one that fits their needs.
SAP, IBM, Intel, Teradata, and Uniphore use Unstructured to turn complex documents into production-ready AI data. Unstructured enables financial institutions to turn earnings reports, regulatory filings, and risk summaries into structured data pipelines. Unstructured helps healthcare and life sciences teams turn complex documents into structured, GenAI-ready data.
Unstructured offers an API for programmatic control, a UI for configuring pipelines without code, and an MCP interface for connecting to autonomous agents.
According to Unstructured.io: Unstructured is an enterprise ETL and AI data pipeline platform that transforms complex, Unstructured data into clean, AI-ready inputs. Its pages list this strength: Extracts complex tables without losing structure.
— The AI Tool Bible editorial team
Pros
- ✅ The vendor says that Unstructured.io supports 65+ file types.
- ✅ Extracts complex tables without losing structure.
- ✅ Preserves documents as they were written.
- ✅ Keeps extracted content grounded in the source.
- ✅ The vendor says that Unstructured.io connects to 20+ sources and writes to 20+ destinations, including major vector databases.
Pricing (captured )
| Tier | Monthly | Key features |
|---|---|---|
| Free | Free |
|
| Pay-As-You-Go | $0.015 / page |
|
| Business | Custom |
|
Prices change; we show the grid as captured on Oct 24, 2026. Check current pricing on the vendor's site →
Facts
- Platforms
- web
- API available
- Yes
- Free trial
- Yes (not source-checked)
- Open source
- Yes
- Model used
- In-house layout and table models plus optional OpenAI / Anthropic / Bedrock embeddings and enrichment (not source-checked)
- Hacker News
- 10 stories · top 60 points · last Oct 6, 2026 · checked Oct 22, 2026
- Earliest Wayback capture
- 2022-09-27 (earliest archived capture of the site, not a launch date)