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!

PYMNTS.COM takes a look at the implementation of Artificial Intelligence solutions in Financial Institution fraud departments — or, rather, the stunning lack thereof:

AI systems are unique, can process large volumes of data in real time and can “learn” to quickly identify suspicious financial activity. Yet, few FIs leverage this technology in their anti-fraud efforts — only 5.5 percent of them have adopted true AI systems. Instead, FIs’ anti-fraud departments tend to use less-sophisticated learning systems, like data mining and business rule-management systems (BRMS). What’s more, only 12.5 percent of fraud specialists use AI, while 92.5 percent use data mining and 65 percent user BRMS.

So, what is keeping so many fraud departments from investing in the technology they need to help fight cyber fraud?

PYMNTS, in collaboration with Brighterion, surveyed decision-makers at 200 American FIs to learn how they leverage AI technology in their fight against fraud. They published their finding in the AI and Fraud Edition of the AI Innovation Playbook, available for download here.

Their research found two key hurdles that AI implementation faces in FI organizations:

  • Getting management on board
  • Decision-makers don’t grasp why AI systems make the decisions they do. “In fact, 60 percent of bank fraud specialists don’t believe AI technology is transparent enough, and the same portion view it as complicated and time-consuming.”

Fortunately, the the AI Innovation Playbook makes a great case for investment in and implementation of AI technology to put a lid on fraud. If management needs reinforcement from their peers, it’s here:

Key findings from the study include:

  • 63.6 percent: share of FIs that believe AI is an effective tool for stopping fraud before it happens
  • 80 percent: portion of AI-using fraud specialists that believe the technology could reduce payments fraud
  • 63.9 percent: share of fraud specialists that believe smart agents could reduce payments fraud

Check fraud has been been a hot topic in the banking industry. At our recent 2019 Healthcare and Check Payment Technology Conference, we focused an entire session on check fraud with guest speaker Shirley Inscoe of Aite Group providing new data on the rise of fraud. AI is a crucial tool in fighting the fraudsters going forward!

This blog contains forward-looking statements. For more information, click here.

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.