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PLC & industrial controls
Program, troubleshoot, and document PLCs, SCADA, and plant control systems. ToolGrail lists 5 AI tools for this task, including Siemens Eigen Engineering Agent, PLCs.ai, Cognite Data Fusion and PLCGateway.
Tools for this task
| Tool | What it does | Pricing | Type | Evidence |
|---|---|---|---|---|
| Siemens Eigen Engineering AgentSiemens | Assist with PLC code, HMI development, hardware configuration, and project understanding inside TIA Portal. | Pricing not verified | Tool | Source reviewed |
| PLCs.aiPLCs.ai | AI for PLC programming and troubleshooting: ingests Studio 5000, TIA Portal and CODESYS projects and checks live tag values. | Paid | Tool + MCP | Site checked |
| Cognite Data FusionCognite | Industrial AI built on unified plant and equipment data for productivity, safety and performance. | Contact sales | Tool | Site checked |
| PLCGatewayPLCGateway | PLC gateway and SCADA software with AI: connect PLCs and CNCs, share data over OPC UA, MQTT and REST, monitor OEE. | Paid | Tool + MCP | Site checked |
| plcsenseZeugwerk | Read-only TwinCAT project intelligence for AI coding agents: symbols, library APIs, docs and Structured Text validation. | Pricing not verified | Tool + MCP | Site checked |
Roles that do this work
Sectors where it is common
No paid ranking. Reviewed 2026-11-04. Tool fit is an editorial suggestion based on published capabilities. See sources & methodology →