Forge connects your AI agents to UPS, PDUs, CRAC units, and power systems. Your capacity-planning and cooling-optimization agents get normalized, verified data from every vendor, catch thermal and power anomalies before they trip a rack, and act under supervision.
Factory floorsΒ·Data centersΒ·EnergyΒ·Cold chainΒ·One kernel
"Cooling margin gone in 26 hours." TimesFM forecasts thermal and power drift with confidence windows, not threshold alarms after the fact.
Forge drafts the work order in your CMMS or pings facilities in Slack. You approve; it executes. Every action logged.
Every reading and prediction is tamper-evident. When the SLA credit or insurance claim comes, you have the record.
18 manufacturers. 366 canonical fields. 16,908 mappings.
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.
30 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.