BUSINESS

Are you solving the problem or the symptom?

Most recurring problems are being treated at the wrong point in the system.

When automation does NOT make sense

Low volume, high variability and unstable processes are usually a warning sign, not a green light.

Why more data does not automatically mean better decisions

Data without a decision attached to it is just an expensive collection habit.

Why technology projects fail after the demo

The gap between a proof of concept and a production system is usually organisational, not technical.

The hidden cost of machine downtime

The real number is rarely the one on the maintenance report.

What should you automate first?

The best starting point is rarely the most exciting one.

Why simulation should happen before investment

Testing a decision in a model is almost always cheaper than testing it in the real world.

What AI can and cannot solve in manufacturing

The honest answer is narrower, and more useful, than most vendor pitches suggest.

Why optimisation starts with the objective function

You cannot optimise a system until you've agreed on what 'better' actually means.

The difference between efficiency and effectiveness

Doing things right and doing the right things are not the same question.

The concept of flexible manufacturing

Adapting a production line to changing product mixes and volumes without costly re-tooling.

What quality manufacturing actually requires

Consistent quality comes from controlling variation upstream, not inspecting harder at the end of the line.

Letting machines speak

A machine that can't report its own condition can't be part of a smart factory, no matter how modern it looks.

Why labour shortages in Australia are accelerating automation

When skilled operators are hard to find and hard to keep, automating the right processes stops being optional.