Visions: A Machine Vision and Automation Solutions Podcast

Building Cyber‑Resilient Machine Vision: From Defense to Recovery, Part 1

In this episode of Visions, Sharon Spielman, VSD's head of content, interviews Thomas Hopfner of MVTec, who discusses cyber resilience for machine vision systems, explaining how resilience differs from traditional cybersecurity and why recovery and ongoing patching matter.
Hopfner covers practical guidance on secure communication, firmware integrity, software bills of materials (S‑BOMs), and compliance with the EU Cyber Resilience Act, plus MVTec’s approach to patches, support, and customer collaboration. This is Part 1 of a two-part installment.

Cognex Talks AI on the Factory Floor: Part 2

In this episode, the second and final of a two-part podcast, Sharon Spielman interviews Cognex CEO Matt Moschner about a new survey and the real-world impact of AI-driven machine vision. They discuss transparency and auditability for regulated industries, lowering the barrier to adoption through easier-to-deploy AI tools, and advances in embedded hardware that enable higher throughput and better defect detection.
 

Cognex talks AI Vision on the Factory Floor: Part 1

This episode explores Cognex's recent survey on AI-driven machine vision, featuring an interview of Cognex CEO Matt Moschner by Sharon Spielman, VSD's head of content. The discussion covers years of AI tool development, common adoption hurdles, usability and scalability improvements, and industry-specific adoption trends in automotive, electronics, logistics, FMCG, and semiconductors.
Listeners will learn how modern AI vision advances are reducing deployment time, enabling lift-and-shift across global sites, and where adoption is progressing fastest.

Fixed Scanners, Big Gains: How Zebra Helped Royal Canin Boost Loading by 50%

Visions Host Jim Tatum interviews Charlie Long of Zebra Technologies about a fixed-scanner deployment solution at a Royal Canin distribution center that improved safety and increased loading efficiency by 50%.
 

From Legacy to Lightning: Part 3

This third and final episode explores how manufacturers can modernize legacy vision systems with AI to meet Industry 4.0 demands, featuring Milind Karnick, CEO of Elementary.
 

From Legacy to Lightning: Part 2

In this episode of Visions: A Machine Vision and Automation Solutions Podcast, part two of three, Visions host Jim Tatum speaks with Milind Karnik, CEO of Elementary, about how AI-driven vision is transforming legacy inspection systems on the factory floor. The conversation covers misconceptions of cloud-based manufacturing and practical approaches, including Elementary's VisionLink, which enables manufacturers to augment existing cameras and send images for AI classification without replacing entire lines.
 

From Legacy to Lightning: AI Vision for Industry 4.0

In this episode of Visions: A Machine Vision and Automation Solutions Podcast, part one of three, Visions host Jim Tatum speaks with Milind Karnik, CEO of Elementary, about how AI-driven vision is transforming legacy inspection systems on the factory floor. The conversation covers pros and cons as well as practical approaches, including Elementary's VisionLink, which enables manufacturers to augment existing cameras and send images for AI classification without replacing entire lines.

Vision-Guided Milking Prep Revolutionizes Dairy Farms

This episode describes a vision-guided robotic system that inspects and cleans cows' udders and teats before milking. The automated solution meets hygiene regulations, reduces strenuous manual labor, increases throughput, and uses rugged, off-the-shelf components.

AI at the Dock: Automating Pallet Verification at Shaw Industries: Part 3

This episode explores an AI vision-powered pallet verification system developed by Shaw Industries and Accella AI to replace manual barcode scanning and visual checks. Using LUCID Vision Labs cameras and Accella's deep-learning platform, the system captures pallet images, counts cases, reads barcodes with OCR, integrates with existing systems, and provides visual alerts to improve speed and accuracy.
Guests discuss scalability, cybersecurity, predictive maintenance, and best practices for engineers and integrators, including data quality, cross-team collaboration, and planning for large-scale deployments across multiple facilities.

AI at the Dock: Automating Pallet Verification at Shaw Industries: Part 2

In this episode of Visions, VSD Editor in Chief Sharon Spielman interviews Jeff Gentry, staff engineer for Shaw Industries and Uli Palli, chief technology officer for Accella AI, about an AI vision system that replaced manual pallet checks to speed up loading dock verification, improve accuracy, and integrate with existing PLC, WMS, and ERP systems. They cover challenges in camera selection, image processing, model training, and operator adoption.
Listeners will learn practical lessons on hardware-software trade-offs, remote deployment, and how generative AI is accelerating image annotation for faster, lower-cost rollouts.