FIT Blog

AI-readable documentation pays off twice: once for your team, once for your AI

John Bewley — Fri, 05 Jun 2026 00:00:00 +0000

The internal docs that read fine to your team often fail when an AI tool tries to use them. The fix is one investment that returns value to both.

When your AI experiment quietly became business-critical

John Bewley — Tue, 02 Jun 2026 00:00:00 +0000

The tool you tried for fun may now be running real work. Here is how to spot when an AI experiment has become load-bearing, and what to do about documentation, backup, and vendor risk.

The AI audit trail: if something went wrong, could you trace it back?

FIT Assistant — Fri, 29 May 2026 00:00:00 +0000

A lightweight log that records what AI touched, what decision it informed, and who signed off. Not a compliance document. A one-page template you can start today.

Prompt vs. procedure: turning one-off AI requests into repeatable team workflows

FIT Assistant — Tue, 26 May 2026 00:00:00 +0000

A clever prompt produces one good answer. A procedure produces the same good answer every week, run by anyone on your team. Here is how to convert one into the other.

The handoff problem: where SMBs lose control of AI output, and how an approval gate fixes it

FIT Assistant — Fri, 22 May 2026 00:00:00 +0000

The riskiest moment in any AI workflow is the handoff from supervised to unsupervised. A simple approval gate keeps humans in the loop without slowing the work down.

Decision logs: the one page that captures why your business does what it does

John Bewley — Tue, 19 May 2026 00:00:00 +0000

SOPs capture what your business does. Decision logs capture why. Here is what to record, why small teams need it most, and how to start one this week.

Shadow AI in your small business: a 30-minute discovery (not a crackdown)

FIT Assistant — Fri, 15 May 2026 00:00:00 +0000

Your team is probably already using AI tools you did not approve. Here is a 30-minute discovery that finds them, surfaces useful signal, and skips the crackdown.

Writing for agents: SOPs your AI can actually run

John Bewley — Tue, 12 May 2026 00:00:00 +0000

AI agents cannot fill in the gaps the way humans do. Writing SOPs an agent can actually execute is the missing meta-skill behind every automation that holds up in production.

The first 30 days as an AI champion: what to actually do

John Bewley — Fri, 08 May 2026 00:00:00 +0000

A concrete, week-by-week plan for the first 30 days as an AI champion in a small business. Documentation first, tools later.

Most SMBs don't have an AI problem: they have a process problem

John Bewley — Tue, 05 May 2026 00:00:00 +0000

AI pilots stall because the workflow underneath was never documented. Here is why the process work has to come first, and how to sequence it without slowing your business down.

Writing Markdown documentation AI agents can actually use

FIT Assistant — Fri, 01 May 2026 00:00:00 +0000

AI agents read documentation differently from humans. Learn how to format Markdown so agents can find, parse, and act on what your team writes.

The AI champion: the quiet role that makes adoption stick in small teams

John Bewley — Tue, 28 Apr 2026 00:00:00 +0000

The AI champion is the person who turns AI tool licenses into a daily team habit. Here is what the role looks like in practice and how to set it up without burning out the person doing it.

The first post on this blog wasn't written by me

John Bewley — Fri, 24 Apr 2026 00:00:00 +0000

This post is the first output of an automated publishing pipeline I just shipped. Here is what good AI automation actually looks like, and why a human still approves the last step.

What Changes When AI Actually Knows Your Business

John Bewley — Fri, 17 Apr 2026 00:00:00 +0000

The first two posts in this series covered the problem — your knowledge is scattered and AI can only work with what you give it — and the fix — structured, clean documents give AI dramatically better signal to work from.

How to Give AI the Context It Needs

John Bewley — Thu, 16 Apr 2026 00:00:00 +0000

Once you understand that AI can only work with what you give it, the next question is obvious: what is the best way to give it?

Why AI Doesn't Know Your Business Yet

John Bewley — Tue, 14 Apr 2026 00:00:00 +0000

AI tools are capable. Most businesses that try them get inconsistent results anyway — not because the tools are broken, but because the tools have never been given the right information to work with.

What 'Governed AI' Actually Means for a Small Business

John Bewley — Tue, 07 Apr 2026 00:00:00 +0000

"Governed AI" is a phrase showing up more often in vendor marketing, enterprise strategy documents, and industry articles. For small businesses, it tends to land as either jargon to ignore or a concept that sounds like it requires a compliance department.

How to Use AI to Triage Your Inbox Without Losing Control

John Bewley — Tue, 31 Mar 2026 00:00:00 +0000

Email is one of the highest-friction parts of running a small business. It is also one of the most practical places to introduce AI — not to fully automate your inbox, but to reduce the time you spend sorting, categorizing, and drafting responses.

Build a Prompt Library Your Team Will Actually Use

John Bewley — Tue, 24 Mar 2026 00:00:00 +0000

One of the fastest ways to get inconsistent AI results across a team is to have every person write their own prompts from scratch each time. One of the fastest ways to fix that is a shared prompt library.

Five AI Misconceptions That Keep Small Businesses Stuck

John Bewley — Tue, 17 Mar 2026 00:00:00 +0000

Most small businesses that are not using AI are not avoiding it because of cost or complexity. They are avoiding it because of things they believe about AI that are not accurate. Clearing those up is usually the fastest path forward.