Forge connects your AI agents to CNC machines, robots, and mixed-vendor lines. It normalizes telemetry from 18+ manufacturers into one universal data layer, so your agents read spindle, servo, and drive data from any machine, predict failures, and draft the work order. Every action governed. Every reading integrity-checked.
Factory floorsΒ·Data centersΒ·EnergyΒ·Cold chainΒ·One kernel
"Spindle failure in 31 hours." TimesFM forecasts spindle, servo, and bearing wear with confidence windows, not threshold alarms after the fact.
Forge drafts the work order in your CMMS or pings maintenance in Slack. You approve; it executes. Every action logged.
Every reading and prediction gets a tamper-evident record. When the warranty claim or lease dispute comes, you have the record.
1,027-field canonical schema, 366 resolvable from vendor tags today. 2,461 mappings. 12 protocols.
The FoundryNet Forge kernel normalizes telemetry from Fanuc, Siemens, Haas, ABB, KUKA, and 13 more into one universal schema. Then TimesFM predicts failures before they happen.
32 MCP tools. Batch fleet prediction. Anomaly detection. Remaining useful life estimation. Complete machine intelligence in one API call.
Tamper-evident audit trail on every reading, independently verifiable.
Machine records you can prove are increasingly required for warranty claims, lease end-of-term, and usage-based financing.
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