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 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!

Wearable Tech: A Boost for Healthcare Payments?

The healthcare market anticipated some turbulent times, speculating about what uncertain future was in store while the Coronavirus was "spinning up." For example, John Talaga, executive vice president and general manager, healthcare at Flywire, predicted that at least some of Flywire’s healthcare clients might face a 30 percent revenue shortfall this year.

In a story at, Mr Talaga was happy to admit he was a bit too pessimistic.

“Everyone looks at the base case and the worst case, and we certainly didn't hit the worst case for most of the big systems,” noted Talaga. “Volumes went down. But what's happening now is there is a rebound cause even as [the virus] is still going on.”

Telemedicine reduced

Still, along with the low volumes providers have dealt with in the past few months, Talaga notes that there has been a lingering impact from the lag time of payments from insurance companies and patients. A large percent of medical billing often falls upon patients -- as much as 30 percent at present, he notes.

The deficit for primary care practices stands at about $15 billion, as consumers inch back toward at least some semblance of normalcy when it comes to healthcare, at least for preventative care.

The pandemic, then, has been spurring healthcare providers to be motivated to change — to approach their patients with personalized payment plans, revamped billing practices — and a renewed effort to understand what’s affordable.

“It's about being able to identify what patient's financial capacity to pay and being able to tailor those engagement interactions and communications to the patient.”

Senior on phone

That means considering payment plans or “intelligent discounts” that will help keep patients on track to get the care they need.

Those flexible payment options are best extended at what Talaga termed the point of commerce — not necessarily the point of service or pre-service. Simply offering a range of payment options can be an influencer in getting patients to purchase and use what’s on offer — in this case, healthcare. Flexible payment options may also encourage users to embrace additional procedures and services and add it to the rolling tally, paid down over time, in a way that engenders loyalty.

Tech Companies are Helping Lower Costs

Fortunately, healthcare consumers have been increasingly comfortable with a digital shift in healthcare, which is evidenced in the growth of telehealth and the Halo health and wellness wearable unveiled by Amazon. That's not to mention similar "wearables" offered by Apple.

smart watch 2

While it will take some time for hospitals to catch up to utilizing and incorporating the data from these devices, it bodes well for the future of consumer-age healthcare.

“You're never going to replace direct interaction between a doctor and a patient,” said Talaga. However, he goes on, being able to effectively communicate via online channels and wearables to lower the intimidating expense that goes into a doctor or hospital visit will bring costs down and encourage the healthcare-as-a-product model -- turning medical care into a good/service that can be browsed, mulled, and purchased, which is far more appealing to the huge millennial market, 40 percent of whom do not have a primary care physician.

We have previous featured how the COVID-19 pandemic has accelerated the digital transformation for healthcare. This is a "prime" -- pun intended -- example of how technology companies like Amazon are advancing the healthcare industry. For RCM, many healthcare organizations, RCM Companies, clearinghouses, medical lockbox companies, and billing companies are reaping the benefits of integrating Artificial Intelligence and Machine Learning technologies to electronify paper-based remittances and EOBs/EOPs, especially as much of the workforce has shifted to remote work environments.


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.