Support for 65+ File Types

We structure your unstructured data.

Parse PDFs, tables, forms and scans into structured data your agents can trust.

Trusted by the Fortune 500

IBM Logo Small — Unstructured Cloud Data Integration Partner
Bank of America Logo — Unstructured enterprise ETL and AI data pipeline customer
citibank Logo — Unstructured enterprise ETL and AI data pipeline customer
Google Logo — Unstructured enterprise ETL and AI data pipeline customer
JPMorgan Chase Logo — Unstructured enterprise ETL and AI data pipeline customer
IBM Logo Small — Unstructured Cloud Data Integration Partner
Bank of America Logo — Unstructured enterprise ETL and AI data pipeline customer
citibank Logo — Unstructured enterprise ETL and AI data pipeline customer
Google Logo — Unstructured enterprise ETL and AI data pipeline customer
JPMorgan Chase Logo — Unstructured enterprise ETL and AI data pipeline customer
IBM Logo Small — Unstructured Cloud Data Integration Partner
Bank of America Logo — Unstructured enterprise ETL and AI data pipeline customer
citibank Logo — Unstructured enterprise ETL and AI data pipeline customer
Google Logo — Unstructured enterprise ETL and AI data pipeline customer
JPMorgan Chase Logo — Unstructured enterprise ETL and AI data pipeline customer
Google Logo — Unstructured enterprise ETL and AI data pipeline customer
JPMorgan Chase Logo — Unstructured enterprise ETL and AI data pipeline customer
Humana Logo — Unstructured enterprise ETL and AI data pipeline customer
McKinsey & Company Logo — Unstructured enterprise ETL and AI data pipeline customer
Amazon Logo — Unstructured enterprise ETL and AI data pipeline customer
Google Logo — Unstructured enterprise ETL and AI data pipeline customer
JPMorgan Chase Logo — Unstructured enterprise ETL and AI data pipeline customer
Humana Logo — Unstructured enterprise ETL and AI data pipeline customer
McKinsey & Company Logo — Unstructured enterprise ETL and AI data pipeline customer
Amazon Logo — Unstructured enterprise ETL and AI data pipeline customer
Google Logo — Unstructured enterprise ETL and AI data pipeline customer
JPMorgan Chase Logo — Unstructured enterprise ETL and AI data pipeline customer
Humana Logo — Unstructured enterprise ETL and AI data pipeline customer
McKinsey & Company Logo — Unstructured enterprise ETL and AI data pipeline customer
Amazon Logo — Unstructured enterprise ETL and AI data pipeline customer

Point. Parse. Done.

Every file is different, and Unstructured knows how to handle each one. It automatically applies the right processing strategy, turning complex files into structured, agent-ready data with no manual setup.

Meet the teams
putting their data
to work.

SAP, IBM, Intel, Teradata and Uniphore use Unstructured to turn complex documents into production-ready AI data.

We evaluated ten providers before choosing Unstructured to power document ingestion and pre-processing across our global GenAI stack in a multi-year partnership. Unstructured’s leadership in file transformation, along with a flexible Python-based plugin architecture our engineers can extend, gave us confidence to build SAP’s AI future on their platform.

Dr. Philipp Herzig
Chief Technology Officer, SAP
Our customers manage some of the world’s most complex, regulated data environments, and they need AI-ready data they can trust. Unstructured brings the depth of production-grade preprocessing our customers need, delivered natively inside Teradata Enterprise Vector Store, across multi-cloud and on-premises environments.

Sumeet Arora
Chief Product Officer, Teradata
Unstructured is the enterprise-grade platform we were looking for to help customers move from prototype to production quickly, reliably, and at scale.

Stevan Slusher
Product Manager, IBM
Unstructured’s connector coverage and plug-in architecture helped us stop burning engineering cycles on data plumbing and focused on what actually matters: shipping AI experiences customers want to buy, and landing enterprise deals faster.

Saurabh Saxena
Head of Technology, Uniphore
We needed a platform that could handle complex documents accurately along with a team willing to engineer alongside us. Unstructured delivered on both.

Kyle Short
Global Head of AI, Intel

Purpose-built
for complex docs.

Scanned forms, dense tables, handwriting and multi-column PDFs need more than a generic parser. Unstructured extracts every page with its tables, layout and reading order intact.

Ranked #1

Table Accuracy

Extracts complex tables without losing structure.

Ranked #1

Content Accuracy

Preserves your documents as they were written.

Ranked #1

Lowest Hallucination Rate

Keeps extracted content grounded in the source.

It just works.

Everything you need to transform complex documents, without the complexity of building it yourself.


  1. TABLES

    Table extraction that preserves structure.

    Preserve rows, columns, headers, and relationships—even across complex, multi-page tables.


  2. OCR

    OCR that catches every detail.

    Capture text from scans, images, handwriting, and low-quality documents with high accuracy.


  3. COMPLEX LAYOUTS

    Layout intelligence that keeps context.

    Preserve reading order, hierarchy, sections, and relationships across every page.


Deployment & Extendability

Enterprise at every level.

Cloud or private. Out of the box or deeply customized. Unstructured adapts to the way your enterprise works.

FAQs

Answers to our most common questions.

For one clean file, go ahead. But across thousands of messy docs that keep changing, the model burns tokens fighting the layout instead of answering. Unstructured cleans and structures them first, so you get better answers for less.

Nope. PDFs are one of 50+ file types, alongside Word, Excel, PowerPoint, email, HTML, images, and scans, all through one pipeline. Whatever format your data shows up in, it comes out clean and structured.

Parsing is the easy part. The real work is connecting to your sources, then chunking, embedding, and loading the result into your database, on a schedule, at scale. A parser handles one file. Unstructured runs the whole pipeline.

Yes. Connect to 20+ sources (S3, SharePoint, Drive, Snowflake, Databricks, and more) and write to 20+ destinations, including every major vector database. You connect the ends; the pipeline runs between them. No glue code.

Yeah, this is built for regulated data. It's SOC 2 Type 2, HIPAA, GDPR, ISO 27001, and FedRAMP High and it can run on shared Business SaaS, a dedicated isolated instance, or fully in your own VPC. If your security or compliance team wants the full picture, book a call and we'll walk you through it.

Depends on your industry. Finance teams pull fields off loan files and contracts and stand up research copilots; insurance turns claims and forms into clean, structured data; legal extracts and checks contract terms; life sciences preps research papers for discovery; manufacturing makes dense technical manuals searchable. Different industries, same job: turn a pile of messy documents into something an AI can actually use.

Reach us at support@unstructured.io, or if you'd rather just talk it through, book a call and we'll take it from there.

Get started today.

Install Unstructured in minutes and turn any file into structured, agent-ready data.