On this episode of Manufacturing Matters, Sina Afrooze, Co-Founder and CEO of Apera AI joined Jimmy Carroll at Automate 2023 to discuss trends and applications in vision-guided robotics, artificial intelligence software, 3D imaging, and what Apera calls “4D vision” for robotic applications. Afrooze also discusses difficult “non-conforming” applications where AI may be suitable, model training, edge AI processing requirements and advancements, the importance of automation amidst labor shortages, and the next wave of automation in factories.