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Insights

From the field and the lab.

Technical deep-dives, case-study summaries, and notes from building industrial AI in the world's most demanding operations.

Field notes8 min

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.

Case study6 min

Recovering contractor billing at Shanagan

Reconciling fleet, gate, and vision data turned a billing black hole into a measurable recovery in one quarter.

Technical10 min

Ground-truthing InSAR against drill data

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

Product7 min

One digital twin, three sensing layers

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

Field notes5 min

Designing hardware for −40°C and dust

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

Company4 min

Why we build in Mongolia

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