Insights
Notes from the engineering floor.
What we're learning while building AI, automation and software systems for industrial and operational businesses.
2026 · 01
Why most operational dashboards don't change decisions
A dashboard is only useful if it changes what someone does on their next shift. Most don't — here's the gap we look for before building anything.
4 min read
2026 · 02
Where AI agents actually earn their keep in operations
Agents are good at more than demos — but only inside narrow, well-defined workflows. A field guide to where they work and where they don't.
5 min read
2026 · 03
Integration first: building on the systems you already run
The fastest way to stall an operations project is to propose replacing the ERP. A case for the no-rip-and-replace approach, and how we structure it.
4 min read