Insights
Notes from the work.
Short, practical writing on what actually holds up when you put AI, automation and integrations into real operations. No hype, no predictions.
Latest · Operations
Measuring automation ROI without vanity metrics
“Hours saved” is easy to claim and hard to defend. How to measure automation in a way that survives scrutiny from finance.
August 26, 2026 6 min
Integration
EHR integration reality for small practices
The integration on the brochure and the integration you get are different things. What actually decides whether a project is smooth or painful.
August 5, 2026 · 7 min
Clinical AI
What “AI for clinics” gets wrong
Most clinical AI struggles for the same reason: it tries to make the decision instead of supporting the person who is accountable for it.
July 15, 2026 · 6 min
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