Insights

From the field and the lab.

Technical deep-dives, project summaries, and notes from building industrial operations intelligence in demanding field conditions.

Running YOLO at the pit edge when the uplink drops

How we keep detection alive on intermittent connectivity — the architecture behind offline-first edge inference.

Why we validate every satellite tonnage estimate against physical control, and how much confidence it buys.

A look at how ground, air, and orbital data get reconciled into a single spatial-temporal model.

Lessons from ruggedizing the Nexus edge node for the South Gobi.

The hardest operating terrain on earth is the best place to prove industrial AI.