https://www.medpactech.com/blog Field notes on clinical AI, post-acute operations, and agent-driven development. en-us Thu, 15 Oct 2026 15:57:53 GMT https://www.medpactech.com/blog/what-post-acute-teams-get-wrong-about-clinical-ai https://www.medpactech.com/blog/what-post-acute-teams-get-wrong-about-clinical-ai Wed, 02 Sep 2026 12:00:00 GMT Clinical AI Christian Armstrong, MD, MHSA Most clinical AI pilots in skilled nursing fail on workflow, not accuracy. What actually determines whether a model changes care. https://www.medpactech.com/blog/ai-agents-with-humans-orchestrating https://www.medpactech.com/blog/ai-agents-with-humans-orchestrating Wed, 19 Aug 2026 12:00:00 GMT AI Build Christian Armstrong, MD, MHSA How MedPAC actually ships: AI agents do the typing, human staff direct the work, and every change is traceable from prompt to production. https://www.medpactech.com/blog/baa-questions-to-ask-an-ai-vendor https://www.medpactech.com/blog/baa-questions-to-ask-an-ai-vendor Thu, 30 Jul 2026 12:00:00 GMT Compliance Christian Armstrong, MD, MHSA A procurement checklist for healthcare organizations evaluating AI vendors, written from the vendor side of the table. https://www.medpactech.com/blog/readmission-math-nobody-runs https://www.medpactech.com/blog/readmission-math-nobody-runs Wed, 08 Jul 2026 12:00:00 GMT Operations Christian Armstrong, MD, MHSA How to size the actual financial opportunity in a readmission reduction initiative before a vendor sizes it for you.