Agentic Workflow Automation for Mining & Metals

The workflow you want to automate probably has twelve happy-path steps and forty exceptions. We start with the exceptions, because that is where every automation project actually fails.

In mining & metals, the environment is hostile to hardware and safety compliance is non-negotiable. That single fact reshapes how agentic workflow automation has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is equipment failure prediction, usually integrated against SCADA. Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners.

Built by engineers who ship production systems, not by a practice that subcontracts the build. You own the code, the models where they are open-weight, and the documentation to run it without us.