Inside CVC by u-path

Inside CVC: Robotics That Work: How to Pilot, Prove, and Scale with Sam Abidi


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Robotics is moving from the lab to the loading dock, farm, and job site—and the playbook is changing. In this episode, Sam Abidi—robotics expert and member of the U-Path Advisory team—explains how to pick the right first use cases, redesign operations around machines, and structure partnerships that actually scale. We cover ROI beyond simple labor displacement, how CVCs de-risk technical bets, and why the integration playbook for AI agents mirrors what’s worked in robotics.

What we cover

  • Real deployments gaining traction: sidewalk delivery robots, trailer unloaders, and autonomous construction equipment
  • The integration playbook: select use cases, re-engineer operations, define KPIs, and stage-gate rollouts
  • ROI that compounds: productivity and quality gains vs. pure labor savings
  • Partnering to scale: robotics company ↔ industrial customer, plus OEM/JV dynamics
  • Build, buy, or partner? When M&A “programs-in-a-box” make sense
  • Workforce strategy: reskilling to remote ops and advanced maintenance
  • CVC’s edge: technical diligence, creative structures, and internal championing
  • Why AI agent adoption will follow the robotics integration model

Guest: Sam Abidi, Robotics & Autonomy Advisor, U-Path Advisory; former CCO at Embark Trucks; founder, Apex Advisors.

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Inside CVC by u-pathBy u-path