From Black Art to Data Science: Transforming Vegetation Management with Nigel Barry

From Black Art to Data Science: Transforming Vegetation Management with Nigel Barry

From Wired for Energy by Network Edge

November 13, 2025 · 49 min · Episode 15

About this episode

The episode discusses the transformation of vegetation management through data science and technology with insights from Nigel Barry.

Dr Greg Trainor speaks with Nigel Barry, Founder and CEO of Intelfuse, about the dramatic transformation of vegetation management from gut instinct to precision data science. With over 30 years in the industry, Nigel shares how his experience witnessing the devastating Ash Wednesday fires shaped his career mission to protect communities and infrastructure. This episode explores how LiDAR technology, digital twins, and AI are revolutionising how utilities manage the single largest cause of power outages. Nigel explains the "vegetation management equation" and why traditional methods had only 42% repeatability—meaning the same tree inspected by 10 people would yield the same result just four times. Learn how Intelfuse is achieving 99.9% repeatability and enabling utilities to know every tree on their network. The conversation covers Nigel's transformative experience with Florida Power & Light's 35 Mules innovation program, the future of robotic tree cutting, and why viewing trees as assets changes everything. Discover how digital inspection, automated compliance, and continuous drone monitoring are creating a complete "digital line of sight" that's changing utility operations…

People in this episode

Host: Dr Greg Trainor

Guest: Nigel Barry

Topics covered

  • vegetation management
  • data science
  • LiDAR technology
  • AI in utilities
  • wildfire prevention
  • digital twins

Keywords

  • vegetation management
  • data science
  • LiDAR
  • AI
  • utilities
  • wildfire prevention
  • digital inspection
  • drone monitoring

Mentioned in this episode

Organizations: Intelfuse, Florida Power & Light

Places: Australia, New Zealand, North America

More episodes of Wired for Energy

Explore listener stats, chart rankings, contacts and more on the Wired for Energy podcast page.