Structured data extraction

AI powered file processing for the enterprise

extract.dev processes your files: PDFs, scanned documents, invoices, forms, and MP3s, and returns precise, schema-validated data your existing systems can immediately use. Accurate, scalable, and built for the enterprise.

Features

01

Structured data extraction at scale

extract.dev processes thousands of documents simultaneously without sacrificing accuracy. Our pipeline handles PDFs, scanned images, spreadsheets, call recordings, and more, returning clean, schema-validated JSON your downstream systems can immediately consume. Whether you're processing ten documents or ten million, the output quality stays consistent.

02

Integration with your existing CRM

extract.dev connects directly to QuickBooks, Salesforce, HubSpot, ServiceTitan, and custom CRMs through a flexible webhook and REST API layer. Extracted data flows automatically into the right fields, enriching records without manual entry. Configure your schema, connect your CRM, and let extract.dev handle the rest.

03

One-time or ongoing data migrations

Got a backlog of legacy documents? Need to keep data fresh as new files arrive? extract.dev handles both. Run a one-time migration to digitize historical records, then switch to continuous ingestion mode for ongoing sync. Your document lifecycle, managed end-to-end.

04

White glove onboarding & dedicated engineers

Enterprise data is complicated - we know. Every extract.dev customer gets a dedicated forward-deployed engineer who works alongside your team to model schemas, tune extraction accuracy, and ensure your integration is production-ready from day one. We don't hand you a manual and wish you luck.

05

Multi-model processing pipelines

No single AI model is best at every task. extract.dev routes your documents through specialized models: OCR for scanned images, vision models for complex layouts, language models for nuanced semantic extraction, and then cross-validates results for confidence scoring. The right model for the right job, every time.

Ready to extract what matters?

Join the scores of companies who use extract.dev to turn operational chaos into serenity.