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UltraParser

Turn any document into AI-ready data.

Most documents weren't written for machines. UltraParser reads them the way a careful human would — then hands you clean, structured data. Parse complex layouts, extract fields with your own schema, build searchable collections, and answer questions with inline citations. One platform, one API, across Parse, Extract, Ingest, and Query.

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Capabilities

What UltraParser does

⊞
Layout-Aware Parsing
Headers, footers, multi-column flows, and split sections come out in the right reading order — not scrambled text. Dense, irregular, multi-page tables and embedded charts become structured rows and series your pipelines can use.
◎
Schema Extraction
Define fields once and extract them from thousands of documents — validated JSON with per-field confidence and no training. Even messy handwriting, stamps, and low-quality scans are read, structured, and made usable.
▲
Cited Answers (Converse)
Ask questions in plain language across entire collections. UltraParser retrieves the right passages and answers with inline citations that point back to the exact page and passage — every claim verifiable in one click.
◈
Connectors & Batch at Scale
Bulk-upload entire archives with live per-file progress, concurrent processing, and resumable jobs. Keep collections fed from Google Drive, Gmail, Slack, PostgreSQL, MongoDB, or the REST API.
Process

How it works

01
Parse
Turn any document into clean Markdown, JSON, or HTML — layout-aware, with tables and charts preserved as structured data.
02
Extract
Apply your schema to pull the exact fields you need — invoice numbers, parties, totals, dates — as validated JSON with per-field confidence.
03
Ingest & Index
Chunk, embed, and index documents into searchable collections, fed continuously from your connected tools.
04
Query
Ask questions across whole collections and get answers cited to the exact page and passage — verifiable in one click.
12
credits per page to parse
10
credits per page to extract
15
credits per page to index
10,000
free credits on sign-up
Applications

Built for real work

Invoice & AP Automation
Invoices into your AP flow, no keying
Pull invoice numbers, vendors, line items, and totals straight into accounts payable as schema-validated JSON — no manual data entry.
Contract Intelligence
Answers from your agreement library
Surface parties, terms, renewal dates, and obligations across entire contract libraries — then ask questions and get answers cited to page and clause.
Knowledge Base
Verifiable answers, not folder archaeology
Index policies, manuals, and product docs into searchable collections so the whole team gets cited answers instead of hunting through folders.
Get started

Turn your documents into data that works

Air-gapped. Private. Yours. Start with a working proof-of-concept at no cost.