Built for the documents that break other tools.
From invoices to filings to century-old archives, here's how teams put Docen to work on the hard cases.
Invoice & accounts-payable extraction
Read totals, line items, taxes, and vendor details off invoices in any layout, with a citation for every value.
Read use case Finance10-K financial extraction
Pull figures and disclosures from long annual filings, each with a citation back to the page it came from.
Read use case HealthcareHealthcare policy segmentation
Split dense benefits and policy documents into a clean, addressable hierarchy of sections.
Read use case FinanceSEC filing segmentation
Break filings into their standard items and sections so downstream analysis has clean anchors.
Read use case ResearchScientific PDFs with complex tables & figures
Handle multi-column papers, dense tables, equations, and figure captions without losing structure.
Read use case ResearchMath-heavy PDFs
Recognize equations and notation and keep them faithful in Markdown and structured output.
Read use case MultilingualExtracting Japanese text in tables
Recognize dense Japanese text while keeping table structure intact and cells aligned.
Read use case MultilingualHindi document recognition
Recognize Devanagari script and keep the document's layout and structure intact.
Read use case StructureSection hierarchy across long documents
Keep headings and subsections aligned and correctly nested across hundreds of pages.
Read use case OperationsSpreadsheets with empty cells
Parse spreadsheets with gaps, merged headers, and irregular structure — reliably.
Read use caseProcess document queueswithout infrastructure.
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