What we've learned shipping reliable systems for factory floors and energy grids — from edge to cloud, and the patterns that actually hold up in production.
Industrial software lives in a harsh world: intermittent networks, legacy machines and zero tolerance for downtime. The patterns that work in a SaaS dashboard rarely survive contact with a production line.
We've found three things matter more than anything else: design offline-first, keep the edge dumb and the cloud smart, and make every number traceable back to its source. Operators trust a system they can audit.
The rest is discipline — small releases, real observability and a relentless focus on the few metrics the plant actually runs on.
