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 gives organizations the toolkit to turn unstructured content into automation-ready data by pairing machine intelligence with human oversight. This powerful combination ensures decisions are accurate, auditable, and explainable.

Prepare

Create, ingest, and prepare documents for extraction with pre-processing steps such as conversion, redaction, collaboration, and classification.

Extract

Model-driven extraction transforms unstructured inputs into structured outputs, ready for downstream systems and programmatic orchestration.

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

AI is only as good as the data and models behind it. With Apryse’s proprietary models, unstructured files are transformed into reliable, structured data through intelligent pre-processing and context-aware extraction, within your secure environment. Your agents and employees get trusted information they can act on with confidence.

Document Pre-Processing

Normalizes and prepares files for extraction including OCR, document conversion, page manipulation, and redaction.

Key-Value Extraction

Identify fields like “Invoice #” or “Patient Name” from unstructured or scanned documents.

Table Recognition

Parse rows, merged cells, and numeric data from complex, layout-heavy tables.

Full Document Element Extraction

Extract core components from PDFs including text, images, fonts, layers, signatures, form fields, annotations, and metadata, so nothing gets lost in translation.

Document Structure & Form Field Detection

Understand document hierarchy (headings, paragraphs, lists) and spot visual markers like checkboxes and labels.

Document Classification

Automatically identify document types (invoice, receipt, contract), assign confidence scores, and define workflows from the very first step.

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.