Delta Electronics is putting AI-controlled robots into its own factories, a positive sign for Taiwan's push to automate AI hardware manufacturing.

• Delta showed off a two-armed collaborative robot that learns tasks on its own from voice and image commands.
• The target job is assembling AI servers — small batches, many different steps, hard to automate the old way.
• The system runs on Nvidia chips and software, giving the robot 3D vision and the ability to dodge moving obstacles.
• Delta's AI factory-simulation tools are already running on the AI server power supply line at its Thailand plant.
• AI-generated images of product defects lifted automatic inspection accuracy by 17% and cut setup time for new products from three months to two weeks.

Outlook: Delta plans to sell this as a ready-made AI platform to machinery, robotics, electronics, and chip makers facing worker shortages.