Part 5/12:
For the company, generative AI complements their goal of building purpose-built applications tailored to specific industries. By leveraging pre-existing models as building blocks, they can rapidly develop customized solutions, embedding domain knowledge, workflows, and safety checks within the models. This concept of purpose-built applications ensures that AI deployment is aligned with operational needs, reduces time-to-market, and increases robustness.
From Data Annotation to Digital Twins in Manufacturing
A significant part of the company's work spans manufacturing, where defect detection is a critical use case. Several years ago, their efforts focused on labeling defects in materials such as steel beams or ball bearings to train vision-based models.