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.
FIT Automate — Practical Automation for Small Business¶
The handoff problem: where SMBs lose control of AI output, and how an approval gate fixes it
Most AI mistakes do not happen while someone is watching.
Decision logs: the one page that captures why your business does what it does
Series: Building an AI-Ready Business — Part 3 of 3 Part 1: Process problem · Part 2: Writing SOPs · Part 3: Decision logs · Series hub
SOPs tell you what to do. They never tell you why you do it that way. That gap is where onboarding stalls, handoffs leak, and AI agents misfire when conditions change. The fix is a decision log.
Shadow AI in your small business: a 30-minute discovery (not a crackdown)
Shadow AI is already in your business. Your team is using ChatGPT to write emails, Claude to summarize documents, and three other tools you have never heard of. None of it is on any inventory.
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.
The first 30 days as an AI champion: what to actually do
The AI champion sounds like a tools job. New software. New dashboards. New vendor calls. It is not.
Most SMBs don't have an AI problem: they have a process problem
Series: Building an AI-Ready Business — Part 1 of 3 Part 1: Process problem · Part 2: Writing SOPs · Part 3: Decision logs · Series hub
AI is on every SMB owner's agenda right now, and the spend is climbing. What is missing is a quieter conversation about whether the work AI is meant to improve was ever stable enough to improve in the first place.
Writing Markdown documentation AI agents can actually use
"AI-ready documentation" sounds like a tooling problem. It is a formatting problem.
The AI champion: the quiet role that makes adoption stick in small teams
"AI champion" sounds like an HR title that does not really exist. In small businesses, it gets dismissed as something only enterprises bother to assign.
The first post on this blog wasn't written by me
Most of what gets called "AI automation" is a single prompt and a reply. That is a chatbot. A real pipeline has structure: discrete steps, quality checks, and a human at the end before anything ships.