CNC / MACHINE TOOL · TELEMETRY NORMALIZATION
16,908 confirmed mappings·18 OEM families·14 protocols·99% field coverage
Forge turns raw DMG Mori tags into one clean, governed schema your AI agent already understands. One MCP call, no per-machine integration project.
CELOS machines speak MTConnect and OPC UA, but tag names shift between CELOS versions and underlying Fanuc/Siemens cores, so a fleet of DMG Mori machines rarely presents one consistent schema.
Typical DMG Mori equipment communicates over MTConnect, OPC UA. Each firmware revision, model line and integrator names the same physical quantity differently, so every AI or analytics project pays the integration tax again, the tax that cancels 40% of industrial AI deployments before they ship.
Forge normalizes DMG Mori telemetry into Forge's canonical field set, the same 366 canonical fields used across all 18 manufacturers. Point Forge at the machine, pass oem: "dmg", and spindle speed is spindle_speed_rpm whether it came from a DMG Mori controller or anything else on the floor.
Confirmed canonical fields your agent gets from DMG Mori machines, drawn from Forge's 16,908-mapping corpus:
| Raw tag in | Canonical field out | Meaning | |
|---|---|---|---|
| SpindleActualSpeed: 8000 | → | spindle_speed_rpm: 8000 | CELOS actual speed |
| SpindleLoad: 71 | → | spindle_load_pct: 71 | spindle load |
| NCProgram: "PART_A.NC" | → | program_name: "PART_A.NC" | NC program |
| FeedActual: 950 | → | feed_rate: 950 | actual feed |
No SDK, no per-tag mapping, no historian project. Connect the MCP server and normalize live DMG Mori data:
Unknown tags never get force-mapped. Fields below the confidence floor abstain rather than guess, so your agent never acts on a bad reading.