From Generic Tools to Custom AI Models: A Coach's Guide

You know the frustration. A client's progress stalls, but you only realize it weeks later. You burn precious time crafting the perfect reflection prompt, only to get a shallow, one-word reply. The promise of AI feels distant—just another generic tool to buy, not a system that understands your unique practice. The Shift: From Tool Buyer to Model Designer The leap forward isn't about finding a magic app. It’s about shifting your mindset from "What AI tool can I buy?" to "How do I design an AI-assisted coaching model?" This means building custom, automated workflows that act as a tireless assistant, handling routine analysis so you can focus on high-impact intervention. The core principle is the Trigger-Action-Refine loop. You design a system where a specific event (the Trigger) automatically initiates a valuable analysis (the Action), whose output you then integrate and improve (Refine). Mini-Scenario: Your model is triggered when a client uploads a journal entry. The AI analyzes sentime