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AI Innovation

Both the financial and healthcare industries are undergoing an AI evolution. Review our vision for Artificial Neural Networks (ANN) and deep learning targeting these industries.

AI and Deep Learning-Based Check Processing

Check recognition & fraud detection are the most important components in today's check processing and omni-channel capture. Learn how OrboAnywhere using OrbNet AI technology reduces costs and mitigates risk for any check image capture workflow.

AI-Based Healthcare Electronification

OrboAccess, powered by OrbNet AI, provides electronification to remits and payments, enabling RCM companies to automate posting, improve research, and deliver business intelligence

About Us

Celebrating 25 years of innovation, OrboGraph has transformed into an AI company delivering targeted automation solutions to the banking and healthcare industries.


From news and events to case studies, trends, and videos, this section provides a range of information resources for payment automation in the banking and healthcare industries.


OrboGraph produces four blog series on a weekly basis covering topics from check processing, fraud prevention, AI technologies, RCM, and healthcare electronification. Select one the blog to the right. We hope you enjoy!

OrboAccess Enhancements Tackle Correspondence Letter Challenges

In a recent post, we looked at how hospital denial rates are exceeding "denials danger zone'' of 10%. Fierce Healthcare reports the following from its survey:

  • 33% of the poll’s respondents reported average denial rate exceeding the “denials danger zone” of 10%
  • 16% of the poll’s respondents reported average denial rate between 8% and 10%
  • 22% of the poll’s respondents reported average denial rate between 5% and 7%
  • 31% of the poll’s respondents reported average denial rate was below 5%
 Medical claims are often "rejected" or "denied" when improperly coded.

The results from the survey provide a small sample of the rise in denied claims, with responding hospitals (69%) exceeding the targeted denial rate between 2%-4%.

With denials reaching these heights, it is more important than ever for revenue cycle operations to work these claims while managing all of the incoming correspondence letters. That is where enhancements to our OrboAccess and Healthcare Payments Automation Center (HPAC) can help solve the problems.

Categorization for Correspondence Letters

Over the past year, our R&D team has delivered many enhancements to our OrboAccess and Healthcare Payments Automation Center (HPAC) technology. One of the major enhancements offers the ability for users/clients to custom categorize correspondence letters -- improving the efficiency of working denials.

For the past several years, OrboAccess would assign a correspondence letter to one of thirteen distinct categories:

Medical Healthcare Research and Development Concept. Doctor in hospital lab with science health research icon show symbol of medical care technology innovation, medicine discovery and healthcare data.
  • Additional Information Requested
  • Appeal Response
  • Bill Denied
  • Bill Under Review
  • Collections
  • Credentialing
  • Legal Correspondence
  • No Record of Patient
  • Prior Authorization
  • Refund Request
  • Return to Sender – Unknown Address
  • Tax Forms
  • Other Correspondence

In June 2021, we introduced a major feature enhancement for the categorization of correspondence letters. Clients/user feedback indicated that they would like more flexibility in expanding the number of categories, as some clients have unique naming conventions.

Through the process of electronification -- leveraging our OrbNet AI technologies -- users/clients with administrative permissions have the ability to create and customize their categories for their account. The admin can then assign "key phrases" as identifiers to these categories. As correspondence letters are being processed by our technology, the system will search through the documents to locate "key phrases" and automatically categorize each letter.


Additionally, we added a feature that identifies correspondence claims that are part of the same letter and automatically-generates a unique icon when a search is run. Items that share the same source letter will have the same icon.

This automatic categorization, in combination with our Workflow Management feature, allows users/clients to easily identify the category of any correspondence letter and work the denied claims accordingly.

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