New Product

Turn Documents into Structured Data

Upload PDFs, images, spreadsheets. Get clean, schema-driven JSON back. Powered by AI, validated by deterministic rules.

Schema-driven extraction

Per-field confidence scores

Any LLM provider

Try Extract Free View API Docs

How It Works

Three Steps to Structured Data

Define what you want, upload your files, and get clean JSON back. No training required.

Define Your Schema

Provide a JSON Schema, import from Pydantic/Zod/XSD, or let AI discover it from a sample file.

Upload Documents

PDF, images, Excel, CSV, or plain text. Multi-file support combines data from multiple sources.

Get Structured Data

Clean JSON matching your schema, with per-field confidence scores and source attribution.

The Full Pipeline

Extract + Flow + Render

Each product works independently. Together they form a complete document intelligence pipeline.

Extract

Unstructured Files → Structured JSON

Flow

Structured JSON → Validated JSON

Render

Validated JSON → PDF / Excel Documents

Key Features

Built for Production Workloads

Not a toy. Extract handles the edge cases that matter when you process thousands of documents.

Schema-Driven

You define the target structure. AI extracts into it. No surprises.

Multi-File Merge

Combine data from multiple documents into one output. Conflict detection when files disagree.

Provider-Agnostic

Claude, Gemini, GPT-4o, or OpenRouter. Swap providers without changing code.

Confidence Scoring

Per-field confidence (HIGH/MEDIUM/LOW) with source file attribution. Know exactly what to trust.

Gate Bootstrapping

Upload a sample file. AI suggests a complete schema + validation rules. Review and publish in minutes.

Zero-Cost Iteration

Edit your schema as many times as you want. The reference extraction is reused — no AI calls, no credits.

Supported Formats

Any Document, Any Format

Extract handles the most common document and data formats out of the box.

PDF

PNG / JPEG

Excel

CSV

JSON

XML

Plain Text

Pricing

Start Free, Scale as You Go

100 free extractions during beta — no credit card required.

Packs from $9/month (100 extractions) to $199/month (10,000 extractions).

View Full Pricing

Ready to Extract?

Upload a document, define your schema, and get structured data in seconds. No training. No fine-tuning. Just results.

Start Extracting Read the Docs