How We Automated a Service Business's Appointment Confirmations (No-Code + AI)

Most SMB owners I talk to are drowning in the same three tasks: scheduling, reminders, and follow-ups. They're doing all three manually — phone calls, text messages, sticky notes. And when something falls through the cracks, they lose revenue. Last month, we helped a physiotherapy clinic automate their entire appointment confirmation workflow. Here's exactly what we built and how. The Problem The clinic had 40–60 appointments per week. Staff were spending about 90 minutes every day: Calling patients to confirm next-day appointments Sending reminder texts manually from a personal phone Following up on no-shows to reschedule The no-show rate was around 18%. Industry average is 12–15%. That gap costs real money. The Stack We kept it simple: Cliniko — their existing booking system (has a REST API) Twilio — SMS sending and receiving OpenAI — handling freeform replies ("can we reschedule?" "yes but 10 mins late") Anythoughts.ai agent — orchestration and state management Google Sheets — audit