Articles by Industry Expert

Math Is Hard (and Rural Health Math Is Harder)

By Amy Oliver – A rural hospital leader told me recently that she had finally upgraded her whole hospital’s internet from 200 Mbps to 1 Gbps, and she was genuinely excited about it, because in rural health, those are the wins. I think about that every time someone talks about rolling out AI, telehealth, and cybersecurity in rural communities like it’s a simple switch to flip.

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Making ERA and EFT Payment Posting Reliable in Small Practices

By Zunaid Khan – A payment can reach the bank while the billing system still shows an unpaid claim. For a small practice, that gap creates avoidable follow-up work and can lead to an incorrect patient statement. Electronic remittance advice and electronic funds transfer help reduce manual entry, but reliable posting still depends on enrollment, accurate matching and a clear process for exceptions.


Healthcare Doesn’t Have a Data Problem. It Has a Memory Problem.

By Alexander Vitenas – A payment collected months before surgery and a payment collected after a procedure can leave the same balance due. But they tell different stories. One may be a prepayment tied to a planned treatment before a final charge existed. The other may be payment against an established balance. Looking only at the final number can hide how it came to be.




Where Did the Message Stop? AI as First-Line Interface Triage

By Karthikeya Rekulapalli – An AI agent can find where a missing message failed before an integration engineer picks up the phone. Diana called Jonathan from 3 West because the pharmacy was not receiving her unit’s supply scans. Jonathan, a data engineer on our integration team, started checking interfaces in the integration engine. 3 hour later, he still had no answer.