Industrial Automation and Engineering With ML and GenAI

Explore how machine learning and generative AI transform industrial automation, from process optimization and quality inspection to engineering efficiency using Beckhoff's TwinCAT.
Nov. 5, 2026

Artificial intelligence and machine learning are moving past the hype to drive real-world efficiencies in industrial automation. Industry expert Brandon Stiffler from Beckhoff Automation shares practical strategies for implementing AI on the factory floor.

  • Process Optimization: Using machine learning to refine motion profiles, manage energy consumption, and fill data gaps.
  • Vision Inspection: Automating quality control through AI-enabled image classification to reduce waste and scrap.
  • Engineering Productivity: Leveraging large language models and generative AI within integrated development environments to streamline programming tasks.
  • Complete Toolchains: Utilizing tools like Beckhoff's TwinCAT 3 Machine Learning Creator to train and execute models directly on standard controllers without special hardware.