Parse any document. Understand every detail.
Agentic document parsing that goes beyond OCR. Handles complex tables, nested headers, handwritten text, embedded images, and multi-page layouts across 90+ file formats with layout-aware intelligence.
How It Works
Three simple steps from raw document to structured, intelligent output.
Ingest
Upload documents directly, connect via API, or integrate with cloud storage. Support for files from any source—local, remote, or streaming.
Parse
Multimodal analysis extracts text, tables, images, and layouts with awareness of document structure. Handles complex nested headers, merged cells, and cross-page context.
Output
Receive structured markdown, JSON, or raw text. Configure output depth, format per document type, and apply filters or transformations post-parse.
Key Capabilities
Agentic parsing that understands layout, context, and meaning.
Complex Table Extraction
Preserves row and column structure, merged cells, and nested tables. Understands context-dependent formatting and reconstructs data relationships.
Handwriting Recognition
Reads handwritten notes, signatures, and annotations on any document. Works across pen styles, ink colors, and varying paper textures.
Image & Diagram Understanding
Extracts meaning from charts, diagrams, technical drawings, and embedded photos. Describes visual context alongside text.
Multi-Page Awareness
Cross-references content across pages, maintains narrative context over 100+ page documents, and resolves ambiguity with document-wide intelligence.
Granular Control
Configure parsing depth, page ranges, output format, and extraction rules per document type. Apply custom logic or filters to raw results.
Multilingual Support
Processes 100+ languages with automatic detection and seamless handling of mixed-language documents. Preserves formatting intent across alphabets.
Supported Formats
Parse any file type your users work with.
- DOCX
- PPTX
- XLSX
- PNG
- JPG
- TIFF
- HTML
- Markdown
- RTF
- EPUB
- CSV
- XML
- And more
Built for Every Industry
Document parsing that adapts to your domain’s requirements.
Financial Documents
Extract and reconcile line items from invoices, contracts, and quarterly reports. Understand amended clauses and multi-party agreements.
Insurance Claims
Parse claim forms, supporting photos, medical records, and police reports. Correlate information across 50+ pages of documentation.
Healthcare Forms
Process patient intake forms, lab results, and handwritten prescriptions. Ensure HIPAA-compliant data extraction and no information loss.
Technical Manuals
Extract schematics, parts lists, and procedural steps from engineering documentation. Maintain cross-references and diagram context.
Part of Document AI Ecosystem
Parsing integrates seamlessly with classification, extraction, and understanding.
Flexible Pipeline
Use Document Parsing standalone or combine it with Document Classification, Structured Extraction, and other Document AI services. Route documents based on parsed metadata, extract specific fields post-parse, or enrich understanding across the entire pipeline.
Integrations & APIs
Connect to your data sources, storage backends, and downstream systems. RESTful APIs, webhooks, and SDK support for Python, Node.js, and more. Scalable architecture built for production workloads.
Ready to parse at scale?
Join the teams building document intelligence with assistents.ai Document Parsing.