INSIGHTS · BRISBANE AI FIELD NOTES

Practical AI, explained plainly.

Short, jargon-free notes on using AI well in a Brisbane SME. New pieces as we publish them.

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Induct AI like a new hire, not a search box

Generic AI output is not a prompting problem. It is that nobody set the thing up. Three induction questions, standard, access and continuity, change the result more than any rewording of the request ever will.

induct-ai-like-a-new-hire

Practical AI workflows

A prototype is not a system. Here is the difference.

You can now describe an app in plain English and have a working version the same afternoon. What has not changed is that building the thing was never the hard part of owning it. Three questions decide whether you have a prototype or a system.

prototype-is-not-a-system

AI adoption for SMEs

Your team already uses AI. The problem is nobody will say so.

In most small businesses the people who have worked out how to use AI well are the quietest about it, because nobody has said out loud that it is allowed. The fix is a conversation, not a purchase, and it starts with an amnesty rather than a policy.

your-team-already-uses-ai

AI governance, risk & compliance

Which Microsoft terms actually govern your business?

Microsoft's updated Services Agreement takes effect on 30 September 2026, and continuing to use the products after that date is how you accept it. The part most business owners miss is that a set of paid Microsoft 365 business products are listed as covered by that consumer agreement.

which-microsoft-terms-govern-your-business

AI adoption for SMEs

Your rankings are fine and your traffic is gone

Ranking first and being visited have come apart. Search results now answer the question on the page, so your website is increasingly where the answer came from rather than where the customer goes.

seo-rankings-without-traffic

AI governance, risk & compliance

What access should an AI assistant have in your business?

An AI assistant should have its own login, with the narrowest access that lets it do its one job, and nothing else. Most small businesses do the opposite by default, connecting the assistant to the owner's account because that is the fastest way to make it work.

ai-assistant-access-and-permissions

Practical AI workflows

Train AI with your own examples, not better wording

If AI is not producing work that looks like your business's work, the fix is almost never a cleverer sentence. It is showing it three real examples of the finished thing, including one that was not straightforward.

train-ai-with-your-own-examples

AI adoption for SMEs

How to measure AI ROI in a small business

Measure AI against one number your business actually gets paid on, not against hours saved on a task. Hours saved is a numerator with no denominator: it tells you a task got faster, not that the business got better.

how-to-measure-ai-roi

AI governance, risk & compliance

Using AI safely in a small business

Using AI safely in a small business is not a matter of trusting the tool. It rests on three unglamorous things: knowing what is actually running in your business, bounding what each thing is allowed to reach, and being able to recover when something goes wrong.

using-ai-safely-in-a-small-business

Practical AI workflows

Practical AI workflows for a small business

The AI worth having in a small business is not a chatbot you visit when you remember to. It is a small number of specific, repeated jobs that happen the same way every time, without anyone having to start them. Choosing those jobs well matters far more than choosing the tool, and most of the work happens before any software is involved.

practical-ai-workflows-for-small-business

AI governance, risk & compliance

AI governance for a small business, on one page

There is now an international standard for managing AI inside an organisation. Your business almost certainly does not need to certify against it. But the questions it forces an organisation to answer are the right questions, and stripped of the certification machinery, a small business can answer them on a single page.

ai-governance-for-small-business

AI adoption for SMEs

What to automate in your sales process, and what to keep

There are two jobs inside a sales process. One is remembering. The other is judging. AI is genuinely good at the first and not close on the second, and most small businesses try to automate them the wrong way round. The short version: automate the memory, keep the judgment.

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Practical AI workflows

Why AI gets your own business numbers wrong

When you point an AI tool at your own systems, ask it a plain question, and get back a number that does not match the one in your head, the model is usually not what went wrong. The question had more than one correct answer, nobody had ever written down which one you meant, and the tool picked one silently.

why-ai-gets-your-numbers-wrong

AI adoption for SMEs

Why AI projects fail in a small business

Most AI projects in a small business do not fail because the technology was wrong. They fail because the people who were meant to use it were never brought along, and the first clear sign of that, someone quietly refusing to use the new tool, gets treated as a problem to manage instead of information to act on.

why-ai-projects-fail

Practical AI workflows

Turn your best person's expertise into a reusable AI skill

The real shift with AI is not a smarter chatbot. It is being able to capture how a specific job should be done, once, so the AI does it your way every time instead of guessing. Most owners try to get value by asking AI to "just do it" and get generic results, because a blank request tells the AI nothing about how your business actually works. The fix is to package the job, not to prompt harder.

turn-expertise-into-ai-skills

AI governance, risk & compliance

How to use AI agents safely in a small business

The safety guidance for letting AI take actions on its own has already been written, by governments, and the main idea in it is simpler than the length of the document suggests. Stop asking whether the AI is clever enough. Start asking what it can do on its own, and whether anything checks it before it does something hard to undo. Get that one thing right and most of the risk disappears.

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Practical AI workflows

Where to start with AI (hint: the job that made you sigh)

The best first job to give AI is not a big project. It is the small, dull, repetitive task that made you sigh this morning. Most owners wait for the perfect moment to "do AI properly" and never find it, while the real wins sit in the boring jobs they already do every week. Start there, with one annoyance, and you will get value faster than any grand plan would deliver.

where-to-start-with-ai

AI adoption for SMEs

What an AI tool really costs to run (not the sticker price)

The price on an AI tool's pricing page is not what it costs you. These tools charge for the work they do, not just for the login, so the real bill lands after you have committed, and it is that running cost, not the monthly fee, that decides whether the tool ever pays for itself. If you only compare sticker prices, you are comparing the wrong number.

what-ai-costs-to-run

AI governance, risk & compliance

When your computer dies, what happens to your AI setup?

Most of your AI setup is safer than you think, but two things live only on your computer, and they are the ones nobody backs up. Here is how to back up your AI setup before a dead laptop costs you a year.

back-up-your-ai-setup

Practical AI workflows

Do you need an AI agent, or just a workflow?

"Agent" is the word every vendor uses to sound impressive, but most small business tasks just need a workflow. Here is the plain difference, and the one test that tells you which you actually need.

ai-agent-or-workflow

AI adoption for SMEs

Why your AI advice sounds like a fortune cookie

Ask an AI to cut costs without telling it what it cannot touch, and it will happily suggest selling the building. The gap is not intelligence, it is context. Here is how to give AI yours.

give-ai-business-context

AI adoption for SMEs

How a small business actually starts with AI

You are not behind on AI, you are just on a low rung like almost everyone else. Here is how a small business skips the overwhelm and finds the one next step that actually saves it hours.

next-step-not-more-tools

Practical AI workflows

An always-on AI agent is coming to your Microsoft 365. Decide the rules first.

Microsoft is putting always-on AI agents into the Microsoft 365 you already pay for, and they act across your files, not just answer questions. The upside is real. Decide what it can reach before you switch it on.

microsoft-365-ai-agent

Practical AI workflows

Why AI projects stall in small businesses, and the fix is smaller than you think

Most small-business AI projects don't fail, they stall, because they were scoped like a big IT project instead of a single job. The fix is smaller, cheaper and faster than most owners fear.

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