Field notes & case studies

If you find yourself doing this…

Real problems, in real situations, and how we helped. Each one starts with something you might recognise — then what we did about it.

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Reading every P&ID at once, in seconds — Engineers read P&IDs one at a time — 30 minutes to an hour each. We built a tool that reads many at once and pulls out the data and the flow in seconds.

Packing by scan, not by eye — A production company packed by matching items to a list by eye, with missing or extra items and constant recounts. We built a scan-to-pack system.

Quotes in seconds, not an hour — A sales team's databases didn't talk, so each quote was an hour of fact-finding per line item. We connected them into one tool that builds quotes instantly.

From one fixed length to any length — A fabricator's cutter could only do fixed lengths — re-planning and material swaps on every job. We added crop-mark sensing so it cuts variable lengths on its own.

You bought AI tools that don't fit — If you rolled out an AI tool and the team went back to the old way — here's why, and what makes AI actually fit.

When one spreadsheet runs your business — If one spreadsheet has quietly become critical infrastructure — it lags, only one person can edit it — here's how to de-risk it.

Five systems, and none of them talk — If you gather information from five different systems by hand just to do one task — here's how to make them talk.

Recognise one of these?

If a write-up sounds like your week, the version on your actual systems is the useful conversation. Send us the problem.

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