Rangefront Insights
Advice, thoughts and opinions on software, AI, industry and the work behind it.
The one-giant-farm-system pitch fits nobody. Build the layer, not the monolith.
Mixed ag runs on several versions of the truth, and the fix isn't one giant system that replaces them all. It's a thin layer that connects the records a decision actually needs.
Healthcare admin automation in Toowoomba: where the data goes decides everything
In healthcare the first question isn't what to automate, it's where the data goes when you do. Get that wrong and a time-saver becomes a notifiable breach.
AI quality control for Queensland manufacturers: the camera is the easy part
A camera pointed at a line detects nothing useful on its own. The value is in defining the defect, surviving the false-reject cost, and wiring detection to an action.
Do you actually need a blockchain?
We've built on Ethereum for a decade, which is exactly why we'll tell you most blockchain pitches are database projects in disguise. Here's the test that settles it.
Full automation is a sales pitch. Keep a human where it counts.
Removing the human doesn't remove the judgement, it just removes the person who was catching the mistakes. Here's where review belongs and where it isn't.
You probably don't need AWS
AWS is the default answer, and the default quietly costs hundreds a month. Plenty of websites and business apps run happily on a free tier or a $10 server.
API-first business systems: what it means in plain English
API-first design means your systems are ready to talk to each other before the next workflow depends on it.
Image and document AI for compliance work that still needs evidence
AI can read the paperwork and photos. The system still needs to preserve the source evidence and the human decision.
An AI risk register for small business: keep it short and useful
A short AI risk register gives leaders a way to say yes carefully instead of blocking every useful idea.
The new AI divide
A government can now switch off the model your product runs on. That changes what it means to build on a closed frontier model, and it hands open-source AI to whoever will keep it running.
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A useful note, occasionally.
Occasional writing on software, automation, data and AI, sent when there is something useful to say.