Clinics
What clinic software gets wrong about cancellations
March 2026
Most products treat empty slots as a messaging problem. The real problem is capacity detection, timing, and giving staff a queue they can trust.
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Short notes on workflows, software, and where AI is actually useful.
Observations from building software for clinics and schools.
Schools
What schools actually need from AI student-support tools
March 2026
Schools do not need another chatbot. They need AI to fit around evidence, review, deadlines, and staff oversight.
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