Heat flux control
Closed-loop melt curves, on spec pours.
Autonomous alloy intelligence
AI copilots tuned for every furnace, chain, and field crew.
tons of alloys tuned with autonomous oversight.
response latency
Full-stack insight loop with predictive routing.
Platform capabilities
Closed-loop melt curves, on spec pours.
Agents negotiate price, lead, and impact.
Inline spectroscopy, digital twin receipts.
Experts tap in via annotated queues.
Telemetry, assays, supply. One graph.
Private edge, ITAR guardrails, zero-trust identity.
Energy saved per melt.
Faster build cycles.
Time to bring a plant live.