20. May 2026
14:20 – 14:40
Artificial Intelligence and Digitalization
Exploring the value of instance segmentation & other AI methods for Failure Analysis
Bernhard Fichtl
Carl Zeiss Microscopy GmbH I Germany
Abstract
Failure analysis increasingly depends on high‑resolution imaging, but extracting quantitative information from large datasets is still manual and slow. This talk explores how instance segmentation and other AI methods can add concrete value to failure analysis workflows. We compare classical & AI-based computer vision approaches and discuss their advantages & disadvantages. In a short live demo we will show a few examples from the EU project FA2IR and demonstrate gains in throughput, repeatability and traceability.
Biography

Dr. Bernhard Fichtl is working as a product line manager for Carl Zeiss Microscopy GmbH. He is responsible for multiple cloud- and server-based SW products. Before taking over that role, he supported various business units at ZEISS in exploring, designing and building new and innovative solutions. Bernhard has a background in physics and loves to experiment with new technologies