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Brand Evolution 2022
Siemens Solution

AI/LLM integration to the shop floor

Successful industrial environments leverage AI and Large Language Models (LLMs) to enhance decision-making, predictive analytics, and automation while maintaining openness and interoperability with existing OT and IT systems.

Overview

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Integrating AI and LLMs into the shopfloor enables manufacturers to unlock advanced insights, streamline operations, and enhance human-machine collaboration, all within a secure, scalable, and vendor-neutral architecture.

Detailed architecture

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Industrial Edge acts as the secure gateway for data acquisition and pre-processing at the field level, connecting vendor-agnostic automation equipment via MQTT, OPC UA, and REST APIs.

Data is then aggregated into WinCC OA, which provides event management, database integration, and SCADA functionalities at the factory level.

From there, enterprise applications and cloud-based LLM platforms—such as OpenAI, AWS Bedrock, Claude, and Gemini—are seamlessly integrated through the WinCC OA MCP Server, enabling AI-driven insights and automation.

Values & benefits

Components