vegetation management and power grids

From Brush to Blackout: Why outdated vegetation management is putting the grid at risk and what AI can do to help

May 17, 2025
6 min read

Power grids keep our lives running, but they face a quiet and growing threat. A threat that’s underestimated and sometimes ignored: overgrown vegetation. Fallen trees, tangled branches, and unchecked overgrowth are some of the top causes of outages and catastrophic wildfires.  

Every time a storm rolls in, this threat turns dangerous. When rights-of-way aren’t clear, restoration becomes not just difficult, it becomes a crisis. And when these storms intensify, and the demand for reliable energy grows, utilities scramble to keep the lights on or to even restore the lost power.

The hidden cost of overgrown rights-of-way

Utilities pour billions into smart grid upgrades and predictive technologies, but vegetation management is still stuck in an analog age. Chainsaws and clipboards aren’t enough anymore. This disconnect has created a resilience gap, where high-tech forecasting meets low-tech fieldwork, and the grid falters under pressure.

The August 2003 blackout, caused by trees colliding with a power line in Ohio, affected 50 million people across North America and resulted in an estimated $6 billion in damages. One of the largest blackouts in the continent’s history.

The evidence is all around us. In just the past year, multiple storms across the U.S. have exposed how unmanaged vegetation escalates damage.

When trees take down the grid!

  • Bomb Cyclone, Nov 2024 – Pacific Northwest
Picture 1, Picture
Image courtesy

A devastating bomb cyclone hit the Northwest on November 20, 2024, cutting power to over 600,000 homes. Winds snapped lines and blocked roads, leaving utilities scrambling across Oregon and California.

  • Ohio Storms, Aug 2024 – Midwest Disaster

Ohio storms disaster impact-
Ohio storms disaster impact- Image courtesy



Tornadoes and rainstorms hit Cleveland with 104 mph winds, leaving 300,000+ customers powerless. Downed trees, crushed infrastructure, and stalled recovery efforts.

  • Recent Outage, April 2025 – Ohio Valley

An Asplundh Tree Expert crew removes a tree from a power pole along Walnut Street just before Indian Valley High School in Gnadenhutten, Picture
The impact of storms on the power grids - Image courtesy


Just days ago, over 40,000 residents lost power after high winds felled trees across Belmont, Harrison, Jefferson, and Marshall counties. Transformer fires, blocked roads, and extended outages followed. Belmont saw 2,254 outages, while Harrison faced 5,000+. Jefferson was hit hardest, with over 18,000 homes in the dark.

These aren’t just weather events; they're failures in prevention. Neglected vegetation turns routine storms into grid emergencies, costing time, money, and public trust.

Grid reliability doesn’t start with repair. It often starts with clearing the path before disaster strikes.

Vegetation management has been a critical challenge for utility companies, with far-reaching consequences when neglected. For the last 30 years, research on multiple storms across the Northeastern U.S. has pointed to trees “as the leading cause of outages.” There is ample evidence that UVM programs improve reliability and cut the system average interruption frequency index (SAIFI). 

Outages are just the start, wildfires are worse!

Thomas fire in Ventura County, Picture
Wildfire and the impact on the power grids - Image courtesy

Beyond outages, vegetation poses a severe fire risk. When power lines contact trees or dry brush, short circuits can ignite wildfires, particularly in windy or arid conditions. Between 2014 and 2017, California’s three largest utilities were linked to over 2,000 fires, with 1552 of the state’s wildfires attributed to utility ignitions, equipment related fires, and primarily from vegetation coming into contact with power lines, according to the California Public Utilities Commission (CPUC).

These fires devastate communities and expose utilities to billions in liabilities. Financially, vegetation management is a heavy burden: utilities spend an average of $143 per acre on mechanical trimming, per Power Grid, with costs reaching millions annually for large service areas. And in some regions, one-quarter to one-half of all outages are vegetation-related, highlighting the scale of the problem.

Traditional systems can’t keep up

The stakes are too high. The traditional methods reliant on manual inspections and reactive maintenance are struggling to keep pace with climate-driven challenges and growing energy demands. Utilities face increasing pressure to adopt strategic, proactive approaches to prevent outages and protect the grid.

  • NOAA reported a 30% spike in extreme weather over the last decade and storms now outpace old-school trimming.
  • Millions of miles of lines, too many trees, and not enough inspections. Manual checks miss silent threats until it’s too late.
  • Mechanical trimming costs pile up but still don’t stop outages. Utilities are stretched too thin.
  • With every fire or blackout, public trust fades and pressure from regulators mounts. And accountability is no longer optional.

Smarter grids start with smarter vegetation management

2024 weather and climate disasters
2024- the year round weather and climate disasters

Severe weather events are becoming more destructive and frequent these days, with storms causing billions in damage and leaving millions in the dark. These climate-related disruptions aren’t slowing down, but utilities don’t have to stay reactive.

Modern problems demand modern tools. AI is emerging as a game-changer, enabling utilities to shift from reactive response to predictive action. Studies show AI models can forecast vegetation-related outages with up to 90% accuracy.

By processing this data, AI can identify areas where vegetation is most likely to cause outages, giving utilities an early warning to take action before storms hit.

Utilities now have the power to:

  • Pinpoint risks before storms hit
  • Allocate resources more wisely based on the danger zones
  • Help in deploying crews with surgical precision
  • Automate workflows and document every step
  • Track vegetation changes in near real-time

What utilities must do now to build a more resilient grid

Vegetation may be silent, but its impact is far from subtle. It's one of the leading causes of power outages and wildfires. It’s a threat that grows more severe as weather and climate events intensify. Yet in an age where we can predict hurricanes and map wildfires from space, relying on reactive maintenance is no longer acceptable. It’s time for utilities to act deliberately, intelligently, and proactively.

  1. Shift from response to foresight
    The future of grid resilience lies in prediction. AI can now forecast vegetation-related risks with remarkable accuracy, well before storms strike. Utilities equipped with such insights can mobilize crews early, allocate resources and mobilize them wisely, and avoid costly downtime.

  1. Adopt aerial intelligence at scale
    Drones and LiDAR offer more than just visibility. They offer velocity. KYRO’s aerial tools help utilities quickly track overgrowth and right-of-way encroachments inspection data, enabling teams to document and respond, even in remote or offline areas.

  1. Leverage real-time data for smart decision-making
    Sensors and satellite feeds deliver continuous updates on vegetation conditions. When paired with KYRO’s intelligent workflows, this data becomes actionable flagging threats, streamlining crew dispatch, and ensuring every action is logged and audit ready.

  1. Make storm planning a science, not a scramble
    AI can forecast which lines are most at risk during extreme weather. With that foresight, KYRO helps utilities prioritize vegetation trimming and restoration efforts in advance, saving millions in potential damage and recovery.

  1. Commit to a preventive future
    This isn’t just about technology; it’s about a mindset shift. Utilities must embed AI and vegetation management into their long-term resilience strategy. That includes partnerships, regulatory reform, and public engagement. KYRO is one part of the solution, but this movement must be made industry wide.

As weather grows more extreme and reliability becomes non-negotiable, the question isn’t if utilities should act. It’s whether they’ll continue reacting or finally choose to lead.

Clearing the way to grid resilience

We’ve invested billions in grid modernization, yet we still ignore the root cause - the vegetation overgrowth that brings it down.

From brush to blackout, vegetation continues to threaten reliability. But it doesn’t have to. AI-powered platforms like KYRO offer a smarter way forward, combining early warning, aerial detection, and automated response into a single, proactive solution.

The grid’s future doesn’t begin with the next outage. It begins now. By clearing the branches before the storm hits. By implementing AI driven solutions into our strategies and systems. And by shifting our mindsets from reactive ROW clearing to proactive vegetation maintenance.

Don’t wait for the next storm to expose the gaps in your vegetation management program.

Let’s clear the path before the next outage with AI solutions. Talk to us today!

Last updated on
May 17, 2025