Document Intelligence Toolkit for AI and Automation Workflows
Apryse helps software companies and enterprises bring clarity, control, and trust to the document workflows powering their products and AI initiatives. Whether you’re enhancing features or building new AI-enabled capabilities, Apryse provides modular tools to help you deliver value quickly and keep pace with change.
AI Workflows Require Data and Trust
80% of enterprise data is unstructured, trapped in 2.5 trillion PDFs.
IBM / Gartner
46% of people globally are willing to trust AI systems.
KPMG 2025
Pairing people with AI increased accuracy to 90%
MIT Sloan
Back-End Intelligence. Front-End Interaction. Flexible by Design.
Apryse pairs a deterministic document structure engine with purpose-built AI models. The structure engine recovers a document's geometry the same way every time. The AI models interpret what that structure means. That pairing is what keeps decisions accurate, auditable, and explainable.
Prepare
Create, ingest, and prepare documents for extraction with pre-processing steps such as conversion, redaction, and classification.
Extract
Extraction is two separate jobs. Apryse recovers a document's structure deterministically. The same layout produces the same result every time. Purpose-built AI models then interpret what that structure means. Parsing and interpretation stay separate, so extraction holds up on multi-column reports, nested tables, and long-form documents where a single general-purpose model starts to guess.
Ship the Data
After document preparation results in cost-effective, secure extraction, the output is yours. Analyze it or power any model you choose.
Review, Validate, Store
As AI reshapes work, WebViewer anchors human validation to machine output. Review and collaboration happen client-side, ensuring true human-in-the-loop accountability. Then archive documents and compress for cost-effective storage.
The Document to Data Foundation that AI Relies On
That foundation is what makes the capabilities below reliable. Because structure is recovered before meaning is interpreted, each one holds up on real-world documents, not just clean templates: multi-column reports, nested tables, and long-form filings. Your agents and employees get structured data they can trust, inside your own environment.
Document Structure Recognition
Recovers a document's geometry deterministically: reading order, headings, tables, and layout. The same document produces the same structure every run. This is the foundation the interpretation layer depends on.
Key-Value Extraction
Identifies the relationship between a label and its value, "Invoice Number" and its value, even across white space or inconsistent form layouts, without pre-defined zones or fixed coordinates.
Table Recognition
Parse rows, merged cells, and numeric data from complex, layout-heavy tables.
Document Classification
Automatically identifies document types like invoice, receipt, or contract, assigns a confidence score, and routes each page from the first step.
Form Field Detection
Detects visual fields in flat PDFs, checkboxes and labels included, and generates fillable interactive forms or structured JSON.
Document Pre-Processing
Normalizes and prepares files before extraction: OCR, document conversion, page manipulation, and redaction. Clean input is what makes the structure and interpretation layers reliable.
Embed Human Review and Collaboration into Your Application.
Empower users to collaborate on LLM outputs without leaving your application. With a full suite of embedded, enterprise-grade document capabilities, you get the extensibility and scale your roadmap demands. As AI redefines how work gets done, Apryse WebViewer keeps human validation in the loop, helping organizations ensure their automated outcomes remain accurate, auditable, and explainable.
Viewing
High fidelity viewing of multiple file types including Office, PDF, and CAD
Annotations
Inline annotation and editing for DOCX, PDF, spreadsheets, and more.
Manipulation & Conversion
Page manipulation, conversion, and signing to finalize files for distribution.
True Redaction
True redaction for interacting with sensitive data
Resources
Learn more about AI at Apryse
How Blue Voice Uses Apryse WebViewer to Deliver AI-Powered Policy Access Across 200+ Police Departments
Juume AI Selects Apryse to Power Document Integrity Behind Its Agentic AI Platform, CapraOne™
AI Powered Redaction from Within Apryse WebViewer
Creating a Web Application that Interacts with AI. Part 1: Setting up the Client-side Interface
Creating a Web Application that Interacts with AI. Part 2: Interacting with the LLM
Creating an MCP Server That Allows an AI Application to Run Your Code
Why Apryse?
BUILT FOR DEVELOPERS
Built for Developers
Build in your preferred language and framework with supporting documentation and POC support.
