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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!


AI-Based Healthcare Electronification

AI-Based Healthcare Electronification

The healthcare industry is primed for the adoption of Artificial Intelligence. The applications of AI are virtually limitless, from diagnosis of a patient’s health to automating back-end operations.

According to the 2019 CAQH Index, the healthcare industry can save $13.3 billion—33% of existing annual spending—by transitioning to fully electronic processes. The full adoption of electronic remittance advice (ERA) would save the healthcare industry an estimated $1.9B, as 49% of remittance advice is only partially electronic or fully manual.

In order for the industry to achieve full automation, the industry must modernize healthcare payments through electronification utilizing AI and deep learning technologies that leverages the power of cloud computing.

Powered by our OrbNet AI technology, OrboAccess facilitates and enables the healthcare industry to achieve full automation for healthcare payments.

Health Insurance Concept - Doctor in hospital with health insurance related icon graphic interface showing healthcare people, money planning, risk management, medical treatment and coverage benefit.

Cloud Computing: Modernization & Automation

The full adoption of native electronic ERAs will probably never be achieved; however, electronification of paper-based explanation of benefits forms (EOBs), explanation of payments (EOPs), and correspondence letters powered by AI technologies can enable companies like the following to modernize and achieve nearly 100% automated posting:

  • Revenue cycle companies
  • Clearinghouses
  • Financial institutions offering a medical lockbox
  • Direct providers
  • BPOs

We have invested heavily to develop our OrbNet AI technologies that powers the healthcare RCM modules as part of its OrboAccess suite. Hosted on AWS, OrboAccess leverages the power of cloud computing to enhance capabilities and ease of deployment.

 Banks and financial institutions migrating to the cloud.

AI-Based Electronification of EOBs & EOPs

Access EOB Conversion extracts data from scanned images or PDF documents created from paper-based Explanation of Benefits (EOB) or Explanation of Payments (EOP). The system then delivers EDI 835 Electronic Remittance Advice (ERA) files ready for cash posting. This process is referred to as electronification.

Benefits of this process include:

  • Est. cost per claim reduction from $4.22 (manual) to $1.26 (electronic) – a $2.96 per claim savings
  • Improved efficiency and improved resource allocation
  • Improved data quality for superior postability with reduced patient errors
  • Improved interoperability as EOB data is exportable to downstream denied claim and business intelligence systems
EOB shaded blue

Electronification of Correspondence Letters for Denials Management

Correspondence letters, also referred to as denial letters, represent a variety of health plan/payer communications including, but not limited to, insurance payment denial explanations, additional documentation requests, authorization approvals, authorization rejections, patient medical necessity determinations, bill under review, and legal correspondence.

Unfortunately, these letters are typically mailed to healthcare organizations and require manual sorting and manual entry into denial management systems. Function time is consuming, and it can cause delays in payment collection for insurance companies and patients, which drives up receivables.

Access Correspondence Letters utilizes OrbNet AI as part of Opti-Lift to extract the necessary fields from scanned images of correspondence letters. Fields include claim ID, insurance company name, correspondence reason, letter date, and patient account number.

Workflow management is also available to assign claims to internal staff for denied claim resubmissions.


Benefits of this process include:

  • Eliminate manual entry of correspondence information
  • Expedite denial appeals, improve efficiencies, and reduce costs
  • Virtually eliminate posting errors
  • Consolidated denial information on HPAC Portal with access to images
  • Reduce receivables and improve collection process
  • Minimize delays in secondary billing
  • Reporting on denial codes and remark code

Medical Lockbox Automation

A lockbox is a treasury management service that simplifies the collection and processing of accounts receivable for the healthcare provider. It’s where the majority of payments and remittances flow, originating from Medicare, Medicaid, and Third-Party Payers into the bank accounts of the health care provider.

Most commonly offered by commercial banks, the lockbox function can also be offered by software companies, RCM companies, and clearinghouses. The Medical Lockbox is an essential part of the AR process as it’s the first touchpoint where paper-originated insurance remittances, payments, and patient payments are received before hitting the bank accounts.


New technologies like AI and deep learning models are evolving these systems into a high-value, innovative platforms that handle not only myriad payments but also paper/pdf remittances facilitating automated, straight-through processing (STP) and payment posting.

The medical lockbox of the future will:

  • Process more native EDI files, but also leverage AI technologies to convert remaining remittances into postable data to achieve 100% electronification
  • Further leverage cloud computing
  • Offer more options and configurations, including fully outsourced, SaaS, in-house via the cloud, or other hybrids

Access EOB Conversion

Delivers EOB/EOP electronification with information intelligence via AI and deep learning models.


Access Correspondence Letters

Extracts posting data from denial letters, feeding analytics (workflow management optional).

 Banks and financial institutions migrating to the cloud.

Healthcare Payments Automation Center (HPAC)

Scalable, reliable, flexible cloud-based hosted data center on Amazon Web Services (AWS)


Access Patient Payments

Automate patient payment posting for coupon and check payments.

Doctor meeting reduced

Access Denial Intelligence

Comprehensive business intelligence solution analyzing denied claims. 


Access Payment Reconciliation

Streamlines the reconciliation process of ERA, ACH, EOB, and checks. 

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