Automating Logistics Yards with Computer Vision - The Road to Autonomy

Automating Logistics Yards with Computer Vision

Darin Brannan, CEO & co-founder of Terminal Industries joined Grayson Brulte on The Road to Autonomy podcast to discuss transforming the logistics yard into a fully automated environment using computer vision and agentic AI. 

Unlike legacy approaches that rely on RFID tags or manual “clipboard and radio” processes, Terminal Industries utilizes a proprietary computer vision platform trained on real world data, including weather occlusions, dirt, and glare to achieve high-accuracy tracking without requiring perfect conditions. 

By digitizing the yard through an agentic workflow approach, the company is moving beyond simple point solutions to building a unified operating system that connects the warehouse to transportation, effectively enabling the transition from manual oversight to autonomous execution.

Recorded on Monday, December 15, 2025

Read the Full Episode Transcript

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Episode Chapters

  • 0:00 Playing Chess
  • 2:35 Yard Operating Systems
  • 7:15 Yard Bottlenecks
  • 9:33 Traditional Yard and Warehouse Operations
  • 15:15 Computer Vision
  • 19:05 Building LLM Models
  • 24:37 Data Control Centers
  • 27:43 Automating Yards
  • 36:34 Changing Consumer Habits
  • 39:03 Autonomous Trucks and Yards
  • 40:07 Future of Terminal Industries

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