Skip to content

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-Based Check Automation

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.

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!


You might imagine that only persons involved in high-end technical jobs are dealing with Artificial intelligence (AI), but it's actually used widely in an array of industries. For example, in consumer cameras like the Sony A6600, AI aids in identifying specific faces and eyes in its follow-focus feature. AI plays a role in everything from image recognition to data analysis.

The revenue cycle management (RCM) field is feeling the benefits of AI already, using the tech to sift through huge amounts of data and identify even the most subtle of data-shifts and trends in ways that can reveal a whole new level of effectiveness -- and efficiency. Other benefits include:

  • Significant automation of repeatable tasks (as learned in a previous post, can utilize RPA) - but when manual intervention such as data extraction from forms or EOBs is needed, leave it to AI to find the most impactful intervention point
  • Active prioritization in denials workflow can optimize account-level payment and denial risk factors
  • Workflow specialization can strategically assign accounts to staff with the most relevant, specialized and advanced skill-sets to maximize results

Medical Economics has posted an article that provides a look at ways RCM professionals can best leverage AI as a valuable tool. While AI tech is indeed amazing, it is important to deploy it wisely:

Payer denials of submitted claims, for example, involve a rich set of data that could indicate a wide range of potential problems. The issue could be in the claims process itself, the documentation, the training, or the execution. But if you don’t understand the root of the problem, you won’t be able to design an effective solution—or even determine if an AI tool could be a productive remedy. AI-driven support is likely to be most effective when implemented throughout high-touch processes, or those processes that are regularly problematic and require frequent and continued intervention.

Another best practice in applying AI solutions is to define success—and the metrics you will use to measure that success—early in the process. Perhaps it’s to reduce the number of days for the average claim submission lives in the system, or to reduce the number of denials. Define success, measure your baseline well, and be clear about your desired outcomes.

OrboGraph has, of course, embraced AI along with Machine Learning and Deep Learning, in both healthcare RCM and banking. AI coupled with self learning improves as you utilize the system, so early adopters are gaining distance from the pack every day. The full and true potential of AI is realized with the collaboration between revenue cycle experts and data experts. Check out this video detailing how AI is deployed in RCM payment automation.

Leave a Comment

Review your needs with an OrboGraph expert.

Sign up below for your complimentary assessment or to request
estimated solution pricing from OrboGraph.