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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-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!

Modernizing RCM with AI

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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Change Healthcare Research: AI to Become Widespread in Hospital Revenue Cycle by 2023

March 1, 2021

In a recent press release, Change Healthcare has release findings from their Poised to Transform: AI in the Revenue Cycle — a national study of 200 revenue cycle, IT, finance, and C-suite decision makers commissioned by Change Healthcare (Nasdaq: CHNG) and conducted by market researcher ENGINE Insights. According to the press release:

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Case Studies: EOB/EOP & Correspondence Letters

February 17, 2021

The mission of Modernizing RCM with AI is 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. We’ve presented information from myriad industry sources, but we would be remiss to not present real-world cases studies of electronification — with tangible results — that you are can relate to your organization. We performed a number of discussions with our clients and created 3 Unique Case Studies of Platform Modernization, presenting their challenge and how technology has translated into business value:

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R1 RCM Tech Center

R1 RCM 2021 Forecast: $4B in New Patient Revenue

January 19, 2021

With the start of the new year, R1 RCM has set a lofty goal for itself. According to an article on Becker’s Hospital Review, during their presentation at the 39th JPMorgan Healthcare Conference, R1 RCM is forecasting $4B in new patient revenue for 2021 — an increase of $1B over last year. It is encouraging to see the optimism from a major player in the revenue cycle management industry and from the presentation, you are able to get a sense of how and why R1 RCM will likely achieve their goal.

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Waystar CEO Predicts Technology Playing Key Role for Healthcare Payments in 2021

January 5, 2021

The healthcare payments industry is filled with optimism as we kick off a new year with COVID-19 vaccines being administered across the globe. The industry faced many challenges throughout 2020, but healthcare technology companies stepped up and transformed the pandemic into an opportunity to innovate, calling the pandemic a “catalyst” to accelerate the digital transformation for healthcare.

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Mayo Clinic & Google Partnership: Collaborating for Healthcare Innovations

December 14, 2020

In a recent post, we noted that the COVID-19 Pandemic has accelerated healthcare’s digital transformation. While many healthcare organizations were already in the midst of technological innovation projects, the pandemic became the “catalyst” to speed up the process. This was certainly the case when it comes to the partnership between the Mayo Clinic and Google, announced in September of 2019. With the partnership in its infancy, the two organizations were facing an unprecedented challenge. As Healthcare IT News reports reports…

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Virtual Cards: Many Benefits, But Reconciliation Isn’t One of Them

December 1, 2020

Speaking with, John Innes, CEO of ACH Process Company, described how the virtual card is sometimes an ideal payment method to optimize payment flows and support the cash flow for both ends of a B2B transaction.

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Industry Perspective: CVS Health’s Automation Journey

November 10, 2020

In a recent webinar with Teleperformance Group — a worldwide leader in multichannel customer experience — Christoper Giuliano, vice president of finance, specialty revenue cycle at CVS Health provides an in-depth overview of CVS Health’s journey towards automation for their back-end processes and the go-forward strategy for 2021 and beyond.

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