AI automation field notes: what actually works inside small businesses.
Write-ups on the tools, workflows, and handoffs behind real AI deployments for small businesses: what gets automated, what stays human, and what is worth building first.
Close enough to name the shop
On September 23, 2026, Paul Graham told a CS undergrad the effect in the AI age sits at either extreme: making the models, or standing close to the customer and using AI to give them exactly what they want. We work the second extreme. This week that meant reading the public license rolls for HVAC shops in Oregon and Washington.
Your property manager is a highly paid message forwarder
Most tenant communication is the same dozen questions and requests on repeat. Here is how an AI operations layer across Buildium, Quo, WhatsApp, Gmail, QuickBooks, and Google Drive handles the routine, so the property manager only touches emergencies, property visits, and cash rent.
Have a workflow that keeps stealing the day?
We help small operators turn repeat work into local AI systems: research, reminders, files, follow-ups, approvals, and the handoff back to the person in charge.