The tool under your automation is about to change: five questions to ask first
Your invoicing automation ran every Monday for eight months. Last Monday it did not. Nobody on your team touched it.
Automation¶
The AI can draft your whole workflow now. That was never the hard part.
Type a sentence. Get back a working, editable workflow. That is where the major automation platforms landed this month, and it is not a demo reel. The thing runs.
Your automation says success. Did it actually do anything?
Most automation failures announce themselves. A step errors out, an alert fires, someone gets an email. Those are the easy ones.
Your AI pilot worked and nothing changed
The pilot ran for six weeks. It worked. Everyone agreed it saved real time.
An AI mistake just reached a customer. What you do in the first hour
An automated quote goes out at 10:40 on a Tuesday. The price is wrong by a factor of ten. A customer has already opened it.
What not to automate, and how to tell a real boundary from an excuse
A 40-person logistics firm once asked me to automate their customer complaint responses. The volume was there. Around 30 a month, all arriving by email, all needing a reply inside a day. On paper it was a clean candidate.
AI is an operations tool before it is a developer tool
AI sounds like a developer tool. Read the coverage and you would think the whole point of it is shipping code faster.
From SOP to automation: the smallest workflow worth shipping this week
Most teams stall at the same place. They have written the procedure, but the procedure still runs on a person.
Prompt vs. procedure: turning one-off AI requests into repeatable team workflows
A clever prompt produces one good answer. A procedure produces the same good answer every week, run by anyone on your team.
Writing for agents: SOPs your AI can actually run
Series: Building an AI-Ready Business — Part 2 of 3 Part 1: Process problem · Part 2: Writing SOPs · Part 3: Decision logs · Series hub
Most teams treat their SOPs as if they are ready to hand to an AI agent. They are not.