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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

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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!

  • An auto dealership owner discovered someone had written a check for over $33k against his account
  • The check was real - stolen from the office of its owner
  • Return of funds was hindered by the fact that the transaction was typical of previous payments

In past installments we've explored how invoice fraud attacks unwary businesses, and how even high-profile business owners like the hosts of Shark Tank are not immune. Now we'll take a look at why keeping your checks secure is important, even with financial institution safeguards in place.

Quick Account Check Equals a Ruined Vacation

BG Motor Cars owner Noman Beg was on vacation when he took a look at his bank account -- and noted, with considerable alarm, that a check had been written against his account for $33,525.

Problem was, he had not written that check, nor did he foresee being able to cover it alongside normal expenses in the near future.

“It was horrible. I mean, my wife, I couldn’t keep it together. I mean, it was pretty bad,” Beg said.

Beg said he believes someone stole a check out of his Naperville office.

“I did keep my checkbook in there,” he said. “It’s affected my bills. I had to shorten my inventory.”


Unfortunately for Beg, it appeared that someone did indeed steal an actual check from his office, which means the perpetrator did not even have to go through the trouble of copying and/or creating a fake check (which we've shown as not incredibly hard or expensive).

An investigation by CBSN Chicago turned up an interesting tale of intrigue involving a local construction company that had done previous business with Beg:

Copying check

The [construction company] owner never called back, but in a text exchange with Beg, claimed he got the check from a man who “said he is your partner.”

The construction company owner’s mother recently bought a car at BG Motor Cars.

Reached by phone, the construction company owner said, “I don’t have anything to do with this.”

When asked if police ever contacted him, he said “it’s possible.”

“I can’t tell you for certain,” he said. “I think they did.”

The Will County Sheriff’s Office said it has an open investigation into the check.

Though Beg eventually received a refund of his stolen money, the case was complicated by the following factors:

  • The check was authentic (stolen)
  • The vendor had done business with Beg's company previously
  • The amount on the check was consistent with previous payments

While this particular case may be difficult to detect as fraud, there are a few factors that could have triggered a fraud alert at the bank. If the bank has set an amount threshold of, say, $25,000 for the account profile, this would trigger an alert for the check. Additionally, image analysis would be able to extract a check stock number out-of-range (unfortunately, we are unable to see the check stock number or compare it to previous payments) and compare it to previously cleared checks to identify if this is consistent or a stolen from an unused check book.

However, the moral of the story remains clear: business and personal account holders need to keep their checks secure against theft.

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