Insights
Advice, thoughts and opinions on software, AI, industry and the work behind it.
AI can help you build software. Who keeps it running?
AI lowers the cost of the first build. The work after launch still needs judgement, ownership and maintenance.
I've been told to use AI in my business. Where do I start?
If AI still feels like a chat box rather than serious business technology, start here.
From proof of concept to production AI: the hard middle
The demo proves it is possible. Production proves whether the system survives ordinary business work.
Prompts are not an AI strategy
Prompt tips help individuals. Business AI needs systems, data access, rules and ownership.
Toowoomba AI consulting: a practical guide for local organisations
What Toowoomba organisations should expect from an AI partner: clear use cases, safe data handling, working systems and local context.
Toowoomba startups building AI products: start narrower than you want
AI products succeed when they solve one painful workflow better than the generic tools already available.
What custom software costs in Australia and why the range is wide
The honest answer depends on scope, ownership, integrations and the cost of getting the process wrong.
API integration for growing businesses: the quiet work that saves hours
Before replacing your software, check whether the tools you already have simply need to talk to each other.
Map the manual process before you automate it
Automation fails when it preserves confusion at machine speed. A short process map can save months of rework.
Choosing the right AI model for business use
The best model is the one that fits the job, the data and the operating constraints. Bigger is not always better.
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