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Practical notes on AI in regulated work.
Deadlines, design patterns and lessons from building AI for healthcare, legal and operations teams.
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CMS-0057-F: what payers need live by January 1, 2027
A plain-English checklist of the four FHIR APIs, prior-auth timeframes and reporting duties in the CMS Interoperability and Prior Authorization rule.
Mapping X12 278 to FHIR for the Prior Authorization API
How the Da Vinci PAS guide turns an X12 278 prior-auth request into a FHIR Claim bundle, what maps where, and the traps that fail conformance tests.
How to make GenAI document review defensible
Five practices that let litigation teams use generative AI for privilege and issue review while keeping a process they can explain to the court.
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