Why AI Makes Health Products Easy to Build and Dangerous to Deliver
Anyone can build a health app with AI tools in a weekend. Almost none should deliver. The demo is easy. The clinical accuracy and compliance that make it safe are not.
Your CRM does not need replacing to get AI. Connect ChatGPT or Claude through APIs and deliver the first AI workflow in 2 weeks. The 3 integration architectures, the 5 patterns that work, and the migration trap to avoid.
With limited budget and time, sequence matters. The right order to automate 5 clinic workflows with AI, each one building on the data of the last.
Most clinic voice AI is generic IVR with an LLM bolted on. What makes one actually work is grounding in your calendar, slot rules, services, scripts, and past calls.
AI generates a Pine Script in seconds. Building a production-grade indicator that delivers, non-repainting, robust, alert-ready, is the hard part, and that takes engineering.