Intelligent Document Processing for Health / Bio

Onymos DocKnow is an intelligent document processing platform built for the complexity, and sensitivity, of health and bio orgs. It goes beyond extraction to ensure the data your team needs is accurate, complete, and usable at scale.

  • HIPAA compliant
  • SOC 2 Type II
Lab scientists at a computer keyboard, overlaid with a black, white, and purple dot-matrix pattern
Less rework for ops teams
60%
Reduction in data entry errors
84%
Data validation accuracy
99.7%

* Average across all Onymos customers

/ Trusted by /

  • Guardant
  • CVS Pharmacy
  • University of Cincinnati
  • Truvian
  • Vapotherm
  • Walmart
  • Mayo Clinic
  • Albertsons
  • Personalis
  • Vanta Diagnostics

/ The challenge /

Unstructured data is ~80% of all healthcare data.

Test requisition forms / medical records / clinical notes / insurance cards / more

  • Most of it goes unused

    Despite making up the majority of healthcare data, most organizations don’t take advantage of it.

  • Few use it systematically

    Only about one in five organizations uses its unstructured data systematically.

  • The ones that do pull ahead

    Organizations that use it systematically are 24% more likely to outperform their operational goals.

/ How it works /

Build your intelligent intake layer.

  • Dot-matrix illustration of lines feeding into three nested boundaries around a solid purple core

    Ingest

    Automate intelligent document processing (IDP) with direct uploads or custom integrations. DocKnow runs inside your infrastructure, keeping you in control.

  • Dot-matrix illustration of a page of text dots with one line picked out in solid purple inside a purple outline

    Extract

    IDP goes beyond extracting text. DocKnow interprets context, recognizes specialized terminology, and reconciles information across documents and systems.

  • Dot-matrix illustration of four different shapes passing through a purple arrow and coming out as four matching diamonds

    Govern

    Control how data is formatted, validated, and accessed with custom rules, detailed reporting, and audit trails.

  • Dot-matrix illustration of a bar chart with one purple bar linked to a highlighted line in a report

    Decide

    Uncover clinical insights, generate reports, and use natural-language knowledge retrieval grounded in your SOPs.

/ Capabilities /

Healthcare has its own rules.

Most IDP platforms are designed for general business use. DocKnow was developed with lab managers, retail pharmacists, and healthcare administrators to address their actual needs.

  • Healthcare taxonomies

    Data reconciliation and built-in integrations with ICD and CPT code sets.

  • No-Data Architecture

    Onymos never accesses, captures, or stores your data. It stays in your environment, on-prem or in the cloud.

  • Handwriting recognition

    Interprets handwriting with over 95% accuracy by considering field context, layout position, and related data.

  • Human-in-the-loop review

    Mismatched or low-confidence data is flagged with simple visual indicators, so reviewers can correct it quickly.

  • Fully customizable

    Deploy the UI where you want it, with direct access to the CSS and HTML, or build your own with the API.

  • Modular by design

    Choose and purchase only the features your organization needs.

Purple dot-matrix portrait of Prabhakar Ramakrishnan, President of CloudWave

From a security perspective, there was really no concern because there is no data leaving the customer’s boundary.

Prabhakar Ramakrishnan President, CloudWave

/ FAQ /

Questions, answered.

Still have questions?

Talk to our team

What is intelligent document processing (IDP)?

Basics

IDP uses techniques like optical character recognition (OCR), deep learning, and semantic reasoning to automatically extract and analyze your document data.

While legacy automation software just mimics clicks and keystrokes, IDP understands context. It knows that “7.2” in a pH field isn’t the same as “7.2” in a dosage field, and it can still interpret information even when it’s unstructured.

This is what enables IDP platforms like DocKnow to automate even the most complex, sensitive, or dynamic workflows.

What is structured vs. unstructured data?

Data

Structured data refers to information organized in a consistent, predefined format, like a spreadsheet, making it straightforward to extract and process. Unstructured data, like an email exchange, lacks a fixed format.

Many document types actually fall into a subset of unstructured data called semi-structured data. These documents might be formally structured, like a test order form, but also include handwritten physician notes in the margins or conditional free-form text fields.

One of DocKnow’s benefits is that it can handle unstructured data too, not just the clean, structured data that’s easy to process and show off in demos.

How is DocKnow different from other IDP platforms?

Differentiation

Most IDP platforms are designed for general business use. DocKnow is built specifically for addressing the document and data challenges that affect healthcare and life sciences.

DocKnow was developed in collaboration with lab managers, retail pharmacists, and healthcare administrators to address their actual needs, like data reconciliation and integrations with ICD and CPT taxonomies.

What ROI can healthcare and life sciences organizations expect from IDP?

ROI

If your team is manually entering data, you’re paying for work that automation can eliminate. IDP replaces thousands of hours of repetitive effort, reduces costly errors, and turns slow, manual workflows into scalable operations.

How does DocKnow achieve such high levels of accuracy?

Accuracy

DocKnow achieves its high accuracy by combining OCR with AI analysis, custom business rules, and human oversight. If data is mismatched or confidence is low, the system presents human reviewers with simple, visual indicators that make correcting potential errors quick and easy.

Even without human intervention, DocKnow’s AI can interpret handwriting with over 95% accuracy by considering field context, layout position, and related data.

How secure is DocKnow?

Security

Onymos software is built using our award-winning No-Data Architecture. We don’t access, capture, or store customer data. Instead, all data remains securely within the customer’s own environment, whether that’s on-prem or the cloud.

Additionally, Onymos is certified SOC 2 and HIPAA compliant.

Why does it matter if I let vendors handle or store my data?

Ownership

Most platforms and services capture and store their customers’ data. It’s lucrative (for the vendors). But it’s risky (for the customers). In healthcare, over 55% of data breaches happen through third-party vendors.

That’s why we do things differently. Using No-Data Architecture means fewer points of failure, less data exposure overall, and simpler compliance for you.

And in a post-AI world, where data is more valuable than ever, this isn’t just a technical choice. It’s a strategic one.

How customizable is DocKnow?

Customization

By default, DocKnow’s UI is completely customizable. Your team deploys the UI where you want it and has direct access to the actual CSS and HTML. Additionally, customers can license DocKnow’s functional source code.

How does pricing for DocKnow work?

Pricing

DocKnow pricing is tailored to your processing volume, workflow complexity, and deployment requirements. We work with your team to understand your needs and develop a pricing structure that accounts for both the software and the infrastructure costs associated with running DocKnow in your environment.

As your document volumes grow, we can also structure pricing to make scaling more economical.

Do I need to purchase the entire platform?

Modularity

You don’t.

DocKnow is the most modular, adaptable intelligent document processing platform available. Choose and purchase only the features your organization needs.

/ Get started /

See DocKnow on your own documents.

Intelligent document processing eliminates manual data entry errors and keeps your org fast, accurate, and audit-ready.