Introducing Key-Value Extraction: Unstructured Data, Now Structured

Businesses waste up to 30% of their time on manual data extraction and repetitive data entry. That’s time lost combing through reports, contracts, invoices, and ID documents—unstructured files that don’t fit neatly into fixed templates.

Enter Apryse’s Key-Value Extraction: A powerful new capability within our Intelligent Document Processing (IDP) suite that extracts structured data from even the most unstructured documents—seamlessly, accurately, and at scale.

Over time, Apryse’s IDP suite has expanded from simple structured document processing to advanced AI-driven extraction. From early support for form-based automation to AI-powered table recognition, auto form field creation, and now Key-Value Extraction, Apryse has continuously pushed the boundaries of what’s possible in document automation.

With Key-Value Extraction, businesses can intelligently identify and extract critical information—like names, dates, amounts, and addresses—from unstructured, free-text documents. Instead of relying on rigid templates, it recognizes key terms and their corresponding values, even when formats vary.

Businesses today rely on three primary methods for extracting structured data:

Each of these approaches comes with trade-offs—either sacrificing speed, accuracy, or control.

Apryse’s Key-Value Extraction doesn’t.

Instead of relying on rigid templates, it intelligently identifies key-value relationships within free-text documents. Whether it’s a bank statement, legal contract, insurance form, or government ID, Apryse extracts the critical information you need—without requiring structured formats.

This video introduces Key-Value Extraction:

Many solutions today offer API-based key-value extraction, where businesses send documents to a cloud service and receive extracted data. While effective for basic use cases, this model comes with limitations:

Apryse takes a different approach.

From large enterprises to OEMs and software developers, Key-Value Extraction empowers businesses that rely on unstructured documents:

Finance & Banking – Extract key details from contracts, invoices, and compliance documents.

Healthcare – Process insurance claims and pull patient details from non-standard forms.

Legal & Contracts – Identify clauses, dates, and parties from diverse contract formats.

Government & ID Processing – Automate data extraction from passports, driver’s licenses, and tax documents.

Manual data processing slows businesses down, introduces errors, and increases costs. Organizations need solutions that are faster, more flexible, and require less setup—that’s exactly what Apryse’s Key-Value Extraction delivers.

If your business deals with document-heavy workflows, it’s time to upgrade.

Start Automating Today – Get in Touch.

With Apryse’s Key-Value Extraction, you’re no longer bound by templates. Extract the data you need, no matter the document.