INDUSTRIAL ROBOT · CANONICAL DATA MODEL

Techman Robot canonical data model: connect your Techman Robot equipment to any AI agent

2,086 mappings·19 verticals·13 protocols

Forge turns raw Techman Robot tags into one clean, governed schema your AI agent already understands. One MCP call, no per-robot integration project.

Try it free: 3 machines, no credit card → See it work →

Paste your Techman Robot data and see it normalized in 30 seconds. No POC required.

Read-only. Forge reads your Techman Robot data through standard industrial protocols. Read-only. Your equipment is never at risk.

The problem

Why Techman Robot data is hard to integrate

Joint angles, TCP pose, payload and safety bits are buried behind vendor-specific system variables and controller SDKs, so a single robot cell can take weeks to expose over a common schema.

Typical Techman Robot equipment communicates over Modbus TCP, ROS 2 (DDS), EtherNet/IP. 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.

The solution

One universal schema for every Techman Robot robot

Forge resolves Techman Robot telemetry into Forge's canonical field set, the same 985 canonical fields defined, used across 45 vendor packs. Point Forge at the robot, pass oem: "techman", and spindle speed is spindle_speed_rpm whether it came from a Techman Robot controller or anything else on the floor.

Modbus TCPROS 2 (DDS)EtherNet/IP

45OEM packs in production

11Canonical industrial robot fields

2,086Mappings in production

Field coverage

What Forge resolves for Techman Robot

Confirmed canonical fields your agent gets from Techman Robot robots, drawn from Forge's 2,086-mapping corpus:

robot.joint.positionrobot.joint.velocityrobot.joint.effortrobot.joint.currentrobot.joint.temperaturerobot.tcp.poserobot.tcp.speedrobot.tcp.forcerobot.payloadrobot.moderobot.safety.status_bits

Sample normalization

Raw tag in		Canonical field out	Meaning
joint_1_deg: 37.4	→	robot.joint.position: 37.4	joint 1 angle
tcp_speed: 250	→	robot.tcp.speed: 250	TCP speed
payload_kg: 7.5	→	robot.payload: 7.5	payload
op_mode: "AUTO"	→	robot.mode: "AUTO"	operating mode

30-second deployment

Add Techman Robot to your agent with one call

No SDK, no per-tag mapping, no historian project. Connect the MCP server and normalize live Techman Robot data:

claude mcp add --transport http forge https://mcp.foundrynet.io/mcp --header 'Authorization: Bearer YOUR_API_KEY'

# normalize raw Techman Robot telemetry into the universal schema

curl -s https://forge.foundrynet.io/v1/normalize \

-H 'Content-Type: application/json' \

-d '{"data": {"joint_1_deg": 37.4, "tcp_speed": 250, "payload_kg": 7.5}, "oem": "techman"}'

{"robot.joint.position": 37.4, "robot.tcp.speed": 250, "robot.payload": 7.5, "coverage": "100%", "confidence": 0.97}

Unknown tags never get force-mapped. Fields below the confidence floor abstain rather than guess, so your agent never acts on a bad reading.

Start free: Forge API, 3 machines → See the full demo →

Where Techman Robot fits

Protocols
Modbus TCP ROS 2 (DDS) EtherNet/IP

Vertical
industrial robot

Other industrial robot vendors
ABB Robotics KUKA Universal Robots Fanuc Robotics Yaskawa Motoman Doosan Robotics

Same protocols, other industries
Fanuc Haas Chemical process Food & beverage process

Also searched as techman, tm robot, tm5, tm12