Manufacturing Hub

Ep. 244 - How Modern Plants Actually Bridge Legacy Automation and AI w/ Benson Hougland

Jan 29, 2026
Benson Hougland, a long-time Opto 22 product strategist for industrial controllers and edge devices, shares hands-on manufacturing wisdom. He contrasts siloed brownfield realities with modern, data-ready plants. He discusses practical upgrades, layered edge approaches for legacy equipment, why sanctified data matters for industrial AI, and how to win small to scale modernization.
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ADVICE

Layer Edge Instead Of Rip-and-Replace

  • Don't rip out working PLCs on brownfield lines; layer edge devices to extract and contextualize data instead.
  • Use edge compute to create a single source of truth before moving to AI or higher analytics.
ADVICE

Prefer Open Standards And Simpler Stacks

  • Flatten the industrial tech stack and prefer open standards to avoid vendor lock-in and reduce complexity.
  • Use OPC UA, MQTT, and REST APIs to democratize data and enable upstream use cases.
ADVICE

Start Cybersecurity With Basics

  • Treat cybersecurity as a process, not a product, and start with fundamentals like removing default admin passwords.
  • Implement network segmentation, auditing, and account-based controls to protect legacy devices.
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