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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!

Modernizing RCM with AI

Advanced EOBs: Don’t Wait to Start Preparing

July 12, 2021

Last week on the OrboNation Healthcare Payment blog, we touched upon the topic of Advanced EOBs — an initiative from The No Surprises Act, which goes into effect January 1, 2022. But what is an Advanced EOB? According to the JDSupra site in collaboration with Holland & Hart, a Law Firm with expertise in healthcare law: Beginning in plan…

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Hospital Denial Rates Exceeding “Denials Danger Zone” of 10%

July 6, 2021

According to a survey conducted in April to May of 2021 by Harmony Healthcare, hospital’s denial rates have reach new highs during the pandemic. As reported by Fierce Healthcare: 33% of the poll’s respondents reported average denial rate exceeding the “denials danger zone” of 10%.

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OrboNation Newsletter: Healthcare Payments Edition – June 2021

June 30, 2021

In case you missed it, over the past month, we have published incredible content on our OrboNation Blog and Modernizing Omnichannel Check Fraud Detection. Review the latest OrboNation Newsletter online or via PDF download.

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Revenue Cycle Outsourcing: What Points Do Providers Consider?

June 15, 2021

For Revenue Cycle Outsourcers — RCM companies, clearinghouses, billers, and medical lockbox providers —  the quandry is this: What do healthcare providers evaluate in their decisions to outsource their revenue cycle operations? An article by cites a report by KLAS on the importance of this decision: “Entrusting your organization’s financial health to a revenue cycle outsourcing…

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M12 — Microsoft’s VC Arm: $21M Investment in Artificial’s Lab Automation Platform

June 2, 2021

Artificial, a software company providing a first-of-its-kind lab automation platform, recently announced the close of $21.5M Series A investment round. The round was led by M12, Microsoft’s venture fund, along with Playground Global and AME Cloud Ventures. “Artificial’s aLab Suite is especially exciting to us because it is uniquely positioned to automate the masses: It’s accessible, low code, easy to use, highly configurable and interoperable with common lab hardware and software,” M12’s Kouki Harasaki said in a statement.

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Deloitte Prediction: Finance a Key Factor in Driving 85% of Future Healthcare Revenues

May 18, 2021

A recent article from focuses on a new report published by Deloitte — and the predictions are a stark contrast to the current business model for healthcare. In a new report, experts estimated that healthcare spending will be $83 trillion by 2040, about $3.5 trillion less than what CMS actuaries estimate using their own methodology.

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3M Webinar Review: How AI Technology Increases Revenue Cycle Efficiency

May 4, 2021

On February 24, 2021, 3M Health Care — in collaboration with Becker’s Hospital Review — hosted an informative webinar focused on the importance of an efficient revenue cycle and how artificial intelligence is the key technology factor to increase productivity in that area.

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TransUnion White Paper Spotlights Opportunities within Patient Claim Lifecycle

April 12, 2021

Revenue Leakage continues to be a major challenge for revenue cycle management, as billions of dollars are left unaccounted for each year. In fact, this issue has been growing over the past two decades, with $41.61B in uncompensated care in 2019 — according to the American Hospital Association. This is indeed a staggering number, but how do we tackle a challenge so massive? TransUnion Healthcare has distributed a white paper through Becker’s Hospital Review to help RCM professionals take on the challenge by evaluating the entire lifecycle of a patient claim. This new guide explains how to increase revenue from both patients and payers and prevent losses throughout the lifecycle of a claim, from pre-registration to post-service reimbursement.

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Three Clearinghouses Tackling RCM Issues with Platform Modernization

April 6, 2021

Continuing our mission to bring to our readers news, trends, and insights on how Artificial Intelligence, Deep Learning, Machine Learning, and other technologies are advancing the revenue cycle management and healthcare payments industries, this week’s article from Modernizing RCM with AI brings to you a Unique Case Study of 3 Major Clearinghouses Leveraging AI Technologies for Platform Modernization.

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R1 RCM: Multi-Layered Technology Approach for Intelligent Automation Yields Financial Results

March 15, 2021

We recently covered the difference between digitization vs. electronification in Modernizing RCM with AI and why electronification is the path chosen more by the healthcare industry. It comes as no surprise that R1 RCM is onboard as well, spreading the message that integrating “intelligent automation” is the key factor that will yield financial benefits for RCM. In a recent article on HIT Consultant, Sean Barrett, Senior Vice President, Product and Digital Transformation, R1 RCM, provides his insights on how intelligent automation and what its means for RCM and the financial welfare for healthcare, particularly in the wake of the COVID-19 pandemic:

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