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A clinician's read on healthcare AI.

Briefing No. 21 · Telepharmacy

AI Can Verify a Prescription. It Still Can't Be the Pharmacist of Record.

Central fill runs error rates below one in a million, yet telepharmacy can't scale past one pharmacist's verify click. The bottleneck is the law, not the tech.

No. 20 · AI Strategy

Health Systems Tripled Their AI Spending. Only 4% Have Anything to Show for It.

Hospital CIOs committed $1.4B to AI last year. Only 4% achieved scaled implementation. The problem isn't ambition: it's that 74% are still waiting for Epic to build their AI strategy.

June 6, 2026 · 8 min read
No. 19 · AI Strategy

Your Administrative AI Is Working. That's the Problem.

PHTI's April 2026 report found that administrative AI reduces individual transaction costs while inflating system-level spending. The bot wars are live, the upcoding arms race is documented, and most health system ROI dashboards are measuring the wrong variable.

June 5, 2026 · 8 min read
No. 18 · Clinical AI

Your AI Rollout Is Deskilling Your Clinicians, and Nobody Is Governing It

Expert endoscopists lost 6 points of cancer detection after months with AI. Deskilling is now measured, and only 22% of health systems govern it.

June 4, 2026 · 8 min read
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Where AI is actually changing pharmacy and clinical operations, plus the regulation moving underneath it.

Who Writes This

Clinical Judgment, Not Hype.

TheraIntel is an independent publication covering AI in pharmacy, telepharmacy, and clinical operations. It is written by Shan Siddique, PharmD, a practicing clinical pharmacist with over a decade of frontline healthcare operations experience.

The healthcare AI conversation is loud, and most of it is written by people who have never verified an order or run a pharmacist schedule. This is the operator's read: what the technology actually does, what the regulation actually says, and what it means for the people doing the work.

TheraIntel is an independent publication. The analysis here is editorial, written on personal time, and the views expressed are the author's own. They do not represent any employer.

PharmDWritten by a practicing clinical pharmacist
10+ yrsFrontline healthcare operations experience
21Briefings published, every claim cited
Shan Siddique, PharmD
Shan Siddique, PharmD · Chicago