OI Parser turns any document, from contracts and filings to lab reports and scanned forms, into clean, structured data your RAG pipelines, agents, and analytics can actually trust.
Five stages turn any document into clean, typed, traceable data, with layout, tables, and reading order preserved end to end.
Drop in PDFs, Office files, images, or scans. Born-digital or photographed, it all flows into one pipeline.
Vision models map columns, tables, headings, and reading order across every page.
Text, numbers, and structure are extracted where they live, never flattened.
Output is rebuilt into clean hierarchy: sections, tables, and key-value pairs.
Typed JSON, Markdown, and embeddings stream straight into your stack.
Not just text on a page. Faithful structure, real types, and a clear trail back to the source.
Multi-column flows, headers, footnotes, and sidebars are preserved in true reading order, never collapsed into a wall of text. What the page means survives the parse.
Merged cells, nested headers, and spanning rows reconstructed into typed rows and columns.
Photographed, skewed, and low-contrast scans handled with high-fidelity recognition.
Each field links back to its page, region, and bounding box.
Numbers, dates, and currencies parsed into real types, not strings.
Stream thousands of pages in parallel on your own infrastructure.
PDF, Word, Excel, PowerPoint. Each is parsed natively, then normalized into the same clean schema.
Born-digital and scanned PDFs alike, whether single or multi-column, with full page-level analysis.
Word files with their style hierarchy, tracked structure, and embedded objects kept intact.
Workbooks with multiple sheets, merged regions, and formula results resolved to real values.
Slide decks flattened into an ordered, readable narrative with every asset and note extracted.
One parse, and the same trusted output flows into retrieval, agents, and analytics alike.
Specialized extraction across industries and document types, without rebuilding your pipeline for every new format.
See OI Parser run on your own files, in your own environment. Book a walkthrough with our team.
PDF, Word, Excel, PowerPoint, and common image formats, both born-digital and scanned. New formats and variants are added continuously.
Layout-aware models preserve tables, columns, and reading order with high fidelity, and every value carries provenance back to its source region for verification.
Yes. Built-in OCR handles skewed, low-contrast, and photographed pages, not just clean digital files.
Output is clean, chunk-ready, and typed. JSON, Markdown, and embeddings drop directly into retrieval, agents, and analytics with structure intact.