The Healthcare Compliance Step-By-Step Podcast · EPICompliance

#108 - Healthcare AI 101: A Simple Guide to Gains, Pitfalls, and Staff Success

·1 hr 3 min·4 clips

A company is allegedly pushing every outpatient visit to level four or five by using time over 70 minutes.

1. The Healthcare Compliance Step-By-Step Podcast episode #108 is about healthcare AI, including “the gains that you’ll bank today, the liabilities that can bite you tomorrow,” and the guardrails Ray Walters mentions at the start. 2. Ray Walters hosts the episode for EpiCompliance, Jose Delgado Jr. appears as co-host and healthcare consultant, and Dr. Jose Delgado appears as CEO and President of EpiCompliance with three decades in hospitals, clinics, and healthcare IT. 3. The episode asks where AI is actually useful in healthcare operations and where it creates compliance, billing, and patient-care risk. 4. Ray Walters launches a poll asking what best describes an organization’s current AI use in healthcare operations or clinical support, and the audience responds with exploration, multiple tools, and defined guardrails. 5. Dr. Delgado says he wrote one of the longest blogs he has ever created because he wanted to show “what is happening right now” with AI. 6. He compares AI adoption to “buying a car” that may be more advanced than the user needs, especially when organizations cut out experts and still do not know how to implement the tools. 7. Jose Delgado Jr. argues that AI is already being used in claims and prior authorization, especially when insurers review medical necessity and deny requests faster. 8. Dr. Delgado says AI is useful for drafting emails, especially for HR or department heads, because it can turn “garbage in garbage out” into polished communication. 9. He also says his own research workflow uses multiple AIs and “leader scripts” that tell the system exactly what he wants. 10. Ray Walters notes that AI can create a marketing advantage when search tools surface an organization’s name, but he warns that users can treat AI output “as if it’s gospel.” 11. Dr. Delgado says the base-level problem is that AI is “stupid” unless the user defines the problem parameters and writes out the goal clearly. 12. He explains that his standard includes formal, informal, or business-casual style and a seventh-grade reading level so the output is usable. 13. On office workflow, Dr. Delgado says AI can act as a receptionist by taking calls, routing requests, and asking whether the caller wants a callback or voicemail. 14. Jose Delgado Jr. pushes back and says he does not want to get stuck in automated systems or chat boxes when he wants a real person. 15. Dr. Delgado answers that the AI is not meant to handle the full encounter, only to collect information and route it to the right individual. 16. In the clinical side of the discussion, Dr. Delgado says radiology and documentation can fail when AI misses key factors or inserts details that were never discussed. 17. He says one progress note example included a claim about childhood sexual abuse that was not part of the conversation, which is why he wants human review of the final record. 18. The tone stays conversational and argumentative, with Ray Walters and Jose Delgado Jr. interrupting, pressing, and testing Dr. Delgado’s claims as he moves between examples. 19. People who manage billing, compliance, or healthcare operations will get the most from this episode. 20. People who want a purely technical AI overview without healthcare examples may skip it.

As heard by us

AI saves time fastest when someone still checks the chart, the bill, and the name on top.

The episode treats healthcare AI as a workflow and compliance problem more than a keynote promise. It lands best when Ray Walters, Jose Delgado Jr., and Dr.

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Why you'd press play

You want AI gains without inviting a future audit headache.

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