AI for Mining & Metals

In mining & metals, the environment is hostile to hardware and safety compliance is non-negotiable. Everything we build here is shaped by that before it is shaped by the technology, the guardrails, the approval points and the evidence trail are design inputs, not things added before go-live.

Every engagement opens with a measurement: the cycle time, the cost per transaction, or the error rate we are being asked to move.

Multi-model by default, so a provider outage is a routing decision rather than an incident. You own the code, the models where they are open-weight, and the documentation to run it without us.