Insights

Field notes on industrial AI.

Thinking on operations, automation and the decisions that move the numbers that matter — written from the field, not the conference room.

Operations12 May 20265 min read

Diesel is a data problem before it is a cost problem

Fuel is one of the largest controllable costs in mining — yet most operations only see it after the fact. The path to lower burn starts with connecting consumption to production.

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Automation3 Apr 20264 min read

Why billing is an underrated AI opportunity in industry

Invoicing rarely makes the AI roadmap — but it is exactly the kind of high-volume, rules-heavy, auditable process where automation pays back fast.

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Strategy18 Feb 20266 min read

The real moat in industrial AI is captured expertise

Models commoditise. Operational data is hard to move. The durable advantage is a system that continuously captures and connects human expertise with machine intelligence.

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