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.
FIT Automate — Practical Automation for Small Business¶
Adopted, not integrated: why most small businesses stall one step past the free trial
Nearly every small business has AI now. Almost none of them run on it.
How much should a small business spend on AI? Budget per outcome, not per seat
Owners ask what they should spend on AI and want a number back. There isn't one.
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.
Where your company's knowledge actually lives
Your operations manager resigns on a Friday. On Monday you find out the approval rules for your three largest accounts lived in her head and in one chat thread nobody else was in.
Someone on your team wants to use an AI tool. How do you decide?
Your operations lead sends a message on Friday afternoon. She wants to use a new AI tool to summarise client calls. It costs $30 a month. She needs an answer.
Why your AI answers one question well and fumbles the next
A 30-person insurance brokerage asks their assistant what the renewal window is for commercial auto. Four seconds later they have the right answer and the right clause. Ten minutes after that, someone asks which clients have renewals falling inside a rate change. The same assistant returns something vague and slightly wrong.
What not to automate, and how to tell a real boundary from an excuse
A 40-person logistics firm wanted to automate its 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.
The knowledge base that maintains itself
Someone changes a process in March. The page describing that process still says what it said in January. Nobody decided to let it drift. It drifted because updating the page was a separate job, and separate jobs get dropped.