AVAILABLE NOW: FALL 2025 RELEASE

Introducing Document Classification in Smart Data Extraction

By Vimal Cherangattu | 2025 Oct 16

Sanity Image
Read time

5 min

Know every document at a glance. Route it. Process it. Done.

When you are processing thousands of documents every day, one of the first questions is simple: what type of document am I looking at? An invoice, a receipt, an ID, or a contract all need to be routed to the right workflow before any meaningful extraction can happen. Until now, that step often relied on manual tagging or brittle rule-based systems.

Today, we’re changing that. With the launch of Document Classification, Apryse customers can automatically identify document types across 19 categories, assign confidence scores, and streamline workflows from the very first step.

Check out the full details of the Fall 2025 Release.

Why Document Classification matters

Copied to clipboard

Getting document type wrong costs time and money. Manual routing leads to bottlenecks, while rule-based systems break down when new formats appear or packets contain mixed document types.

Document Classification solves this by:

  • Automating the first step: No more hand-sorting or manual tagging.
  • Handling mixed packets: Each page is classified with its own type and confidence score.
  • Improving downstream accuracy: Documents are classified with confidence scores so they can be routed into the right workflow whether that means extraction, review, or other internal processes.
  • Keeping data private: Runs fully within the Apryse SDK, never leaving your environment.

How it Works

Copied to clipboard

Document Classification uses AI-powered models trained on diverse document layouts and content to spot structural and textual patterns. Each page is analyzed and assigned one of 19 baseline categories (including invoices, receipts, IDs, memos, budgets, and contracts), along with a confidence score.

Developers can set thresholds to decide whether a document is routed automatically or flagged for manual review. Results are returned in simple JSON, making it easy to integrate classification into existing workflows.

And unlike many alternatives, there’s no training required. It works out of the box.

Key Benefits

Copied to clipboard
  • Automation: Eliminates manual routing and tagging.
  • Accuracy: AI-powered classification provides confidence scores for smarter decisions.
  • Efficiency: Speeds up workflows by labeling documents upfront.
  • Privacy: SDK-based deployment ensures data never leaves your environment.
  • Scalability: Handles enterprise workloads and multi-page documents

Why Apryse vs. Others

Copied to clipboard

Apryse is different:

  • Works out of the box, no training needed.
  • Runs fully inside the SDK without third-party servers, keeping sensitive data private.
  • Predictable pricing, not per-page.
  • Integrated into the Smart Data Extraction suite, alongside Key-Value Pair, Forms, Tables, and Structure.
  • Supports page-level classification to handle mixed packets.

Get started

Copied to clipboard

Document Classification is now available, as part of the Smart Data Extraction suite. You can access it by updating your SDK and SDE module.

If you are an existing Apryse customer, contact your account team to learn how to add Document Classification to your workflows. New to Apryse? Get in touch to see how Document Classification and Smart Data Extraction can streamline your document processing.

Sanity Image

Vimal Cherangattu

Share this post

email
linkedIn
twitter