SHEET 01Document ParsingPARSE

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.

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  • 90+ Formats
  • Layout-Aware
  • Multimodal
  • Tables & Charts
  • Handwriting
  • 100+ Languages
SHEET 02Process Flow3 STAGES

How It Works

Three simple steps from raw document to structured, intelligent output.

Document parsing pipelineActive
01Ingest

Upload documents directly, connect via API, or integrate with cloud storage. Support for files from any source—local, remote, or streaming.

02Parse

Multimodal analysis extracts text, tables, images, and layouts with awareness of document structure. Handles complex nested headers, merged cells, and cross-page context.

03Output

Receive structured markdown, JSON, or raw text. Configure output depth, format per document type, and apply filters or transformations post-parse.

Ingest Parse Output Markdown, JSON, or raw text

SHEET 03Key CapabilitiesCAP-01..06

Key Capabilities

Agentic parsing that understands layout, context, and meaning.

CAP-01Active

Complex Table Extraction

Preserves row and column structure, merged cells, and nested tables. Understands context-dependent formatting and reconstructs data relationships.

CAP-02Active

Handwriting Recognition

Reads handwritten notes, signatures, and annotations on any document. Works across pen styles, ink colors, and varying paper textures.

CAP-03Active

Image & Diagram Understanding

Extracts meaning from charts, diagrams, technical drawings, and embedded photos. Describes visual context alongside text.

CAP-04Active

Multi-Page Awareness

Cross-references content across pages, maintains narrative context over 100+ page documents, and resolves ambiguity with document-wide intelligence.

CAP-05Active

Granular Control

Configure parsing depth, page ranges, output format, and extraction rules per document type. Apply custom logic or filters to raw results.

CAP-06Active

Multilingual Support

Processes 100+ languages with automatic detection and seamless handling of mixed-language documents. Preserves formatting intent across alphabets.

SHEET 04Supported Formats90+ TYPES

Supported Formats

Parse any file type your users work with.

  • PDF
  • DOCX
  • PPTX
  • XLSX
  • PNG
  • JPG
  • TIFF
  • HTML
  • Markdown
  • RTF
  • EPUB
  • CSV
  • XML
  • And more

13 core formats 90+ supported in production

SHEET 05Production RecordMEASURED

Measured in production

Parsing at scale across formats and languages, with sub-second throughput per page.

500M+Documents Processed
90+Supported Formats
100+Languages
Sub-secondPer Page
SHEET 06Use CasesUC-01..04

Built for Every Industry

Document parsing that adapts to your domain’s requirements.

UC-01

Financial Documents

Extract and reconcile line items from invoices, contracts, and quarterly reports. Understand amended clauses and multi-party agreements.

UC-02

Insurance Claims

Parse claim forms, supporting photos, medical records, and police reports. Correlate information across 50+ pages of documentation.

UC-03

Healthcare Forms

Process patient intake forms, lab results, and handwritten prescriptions. Ensure HIPAA-compliant data extraction and no information loss.

UC-04

Technical Manuals

Extract schematics, parts lists, and procedural steps from engineering documentation. Maintain cross-references and diagram context.

SHEET 07EcosystemDOCUMENT AI

Part of Document AI Ecosystem

Parsing integrates seamlessly with classification, extraction, and understanding.

ECO-01

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.

ECO-02

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.

SHEET 08Sign-offREADY

Ready to parse at scale?

Join the teams building document intelligence with assistents.ai Document Parsing.

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Product
Document AI · Parsing
Coverage
90+ formats · 100+ languages
Throughput
Sub-second per page
Sheet
08 of 08 · Parsing