Where to start with AI

52.4% of regional Queensland businesses say AI is moving too fast to know when to invest. That stat is from the National AI Centre's June 2026 tracker, and it matches what I hear almost every time I sit down with a business owner in Cairns or FNQ.

The information isn't the problem. Between LinkedIn, webinars, and tools your team has probably already started using without telling you, there's no shortage of opinions about AI. The problem is that none of it comes with a clear connection to your business specifically — how it runs, where it loses time, what decisions need a human and what's really just admin that could be done differently.

Understanding your business comes before choosing a tool.

The most common mistake I see is jumping straight to a tool. Someone recommends a platform, you sign up, spend a few hours trying to make it work, get output that's not quite right, and quietly conclude AI isn't ready. That's a sequence problem. The tool came before the thinking.

Before I recommend anything to a client, I spend real time understanding how their business actually operates. The processes that run day to day, where the pressure points are, what's working well and what isn't. That understanding is what makes the difference between a recommendation that changes how a business runs and one that sits in a folder.

The right starting point looks different for every business. For some it's a single process that eats hours every week. For others it's getting a leadership team aligned on what AI is actually for before touching any tool at all. There's no generic answer, because there's no generic business.

Credentials and experience with real businesses are worth asking about.

AI adoption isn't as simple as turning on access to a tool. The projects that actually stick involve change management, structured implementation, proper training, and someone who can manage the whole thing from start to finish without losing the thread. Any one of those missing and the project stalls.

The people who will actually move your business forward understand more than the tools. They understand process design and what it takes to bring something new into a team that has its own habits, its own pressures, and its own way of doing things. Implementation is where most AI projects quietly fail, not in selecting the right software, but in the work that comes after.

The three things that have to work together for AI to stick in a business are people, process, and technology. Get one wrong and the other two won't save you. A well-chosen tool, poorly implemented into a team that doesn't trust it, produces nothing. A willing team with the right intention but the wrong setup loses confidence quickly. Working with someone who has a track record across change management, implementation, training, and project delivery gives you a much better chance of being in the group that actually sees results.

What working together looks like.

The work I do with businesses starts with understanding the full picture before anything is recommended or built. That might mean a Technology Opportunity Assessment, a structured review of your systems and workflows that delivers an opportunity matrix and blueprint before you spend anything on licences or training, so you know exactly where investing in AI will impact your business. Or it might start with an AI Alignment Session with your leadership team, creating a shared understanding of AI, what it means for your business, and what needs to be in place to move forward well.

If you're in Cairns or FNQ and want to talk through where your business is at, book a call.

Kate Fabian is the founder of Adoptech, a Cairns-based technology and AI adoption consultancy. She works with business owners across Far North Queensland on AI strategy, implementation, and training.

Source: NAIC AI Adoption Tracker, QLD Regional, June 2026. ai.gov.au