Signal for drug benefits, access, & AI-era policy

Pharmacy benefits, decoded.

Independent analysis on coverage decisions, drug access, fraud patterns, and the ethical use of AI inside modern healthcare systems. Published when there’s something worth paying attention to.

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The signal loop

What subscribers receive

Coverage Intel: How plans actually behave, what changed, and what it implies downstream.
FWA Files: Mechanism-level case writeups—patterns, incentives, and prevention posture.
AI & Ethics Notes: Where automation helps, where it distorts judgment, and where humans must stay in the loop.

Policy Vault v2 is coming—an explorable library of coverage criteria, provenance, and plan logic.

The Adjudicator

The primary release channel. Get intel right when I launch!

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FWA Files

Case format

Repurposed case analyses focused on fraud, waste, abuse, and system design failures—built for pattern recognition.

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Consulting

Coming soon

Targeted coverage clarity audits and decision reviews for teams navigating access, automation, or policy risk.

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Pharmacy benefits, decoded.

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FWA Files

Consulting