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From Compliance Pipes to Data Streams: Modernizing Healthcare EDI for Strategic Value

calendar_today May 7, 2026 person Naga Sai Mrunal Vuppala domain dzone

I’ve spent the last decade in the guts of healthcare interoperability, tuning Edifecs maps and wrestling X12 loops into submission — seriously, I still sometimes see 837 segments when I close my eyes at night. We’ve built pipelines that move trillions of dollars reliably. But recently, during yet another 2 AM session troubleshooting a 999 rejection storm (thanks, trading partner #47, for changing your format without telling anyone), it hit me hard: we’ve become absolute experts at maintaining a ceiling on what our organizations can achieve.

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