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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

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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!

Healthcare Policy Changes to Know for Early 2021

In their blog at, Debra Hoffman and Stephanie B. Vasconcellos of Mayer Brown highlight changes coming to healthcare that will affect payers, healthcare providers, RCM, and patients:

The more than three dozen Executive Orders that were issued by the end of January included orders providing a special Affordable Care Act enrollment period, directing the review of policies (and strengthening of protections) related to the Affordable Care Act and Medicaid, and expanding coverage for COVID-19 treatment (including through group health plans) and healthcare for women.


These may also bring guidance on the various health-related provisions that were a part of the Consolidated Appropriations Act, 2021 (the “Act”), which became law at the end of 2020. We have already discussed the changes for health and dependent care flexible spending accounts under the Act. However, the Act also contained a number of other provisions applicable to health and welfare plans, many of which are intended to increase transparency for plan participants and patients.

They go on the list the following potential changes and alterations:

  • Provisions requiring group health plans and health insurance issuers to provide, when requested, an advance explanation of benefits (“EOB”) for scheduled items or services, which EOB would include a “good faith” estimate of total costs, the amount the plan would be responsible for paying, and the amount the participant would be responsible for paying;
  • Provisions requiring group health plans and health insurance issuers to offer a telephone and electronic “price comparison tool,” allowing plan participants to estimate and compare the cost-sharing for which they would be responsible if they utilized specific providers;
  • Provisions intended to protect patients from various types of so-called “surprise medical billing,” including balance billing for emergency services, balance billing for certain non-emergency services performed at participating facilities by nonparticipating health care providers, and billing for air ambulance services furnished by nonparticipating healthcare providers;
  • Provisions applying the disclosure requirements of Section 408(b)(2) of ERISA to group health plans and prohibiting group health plans from entering into agreements with certain service providers (including third-party administrators and health care providers) that contain so-called “gag clauses”; and
  • Provisions establishing various reporting, review and audit mechanisms and requirements at the state and federal level, as well as state-level all payer claims databases.

To stay in sync with these types of consumer-focused provisions, RCM will need to make adjustments in order to ensure that patients have the ability to see pricing up front, and also ensure that the resultant medical bills reflect those prices. It will be critical to ensure that the processes and IT technologies are aligned to allow minimum discrepancy through the systems. The best approach to tackle these hurdles is to automate processes like paper-based payments, minimizing the errors in the medical billing process when handled manually. This data can further be integrated downstream into analytics systems to identify possible issues and trends, proactively addressing them to minimize negative effects on patients.

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