Utility providers and utility contractors once deployed line clearance crews to handle vegetation management on fixed schedules — depending on the area, terrain, and historical risk factors. However, with severe weather, droughts, and other extreme events increasing in duration and severity, heightened wildfire risk has made vegetation management a year-round endeavor for utility personnel across North America.
For line clearance teams responsible for vegetation management, the stakes have become very high in recent years. Even a single overlooked tree limb can become an ignition source during high-wind or dry conditions. Utility personnel increasingly rely on edge technology to connect to AI-enabled cameras, unmanned aerial systems, Internet of Things (IoT) sensors, and other systems for threat detection.
Rugged tablets, laptops, and handhelds enable utility professionals to access work orders and risk data and act in near-real time rather than after the fact. The result has been a shift from reactive wildfire response to more proactive mitigation efforts by utility organizations.
Empowering Field Crews to Analyze Fire Risks
Vegetation management covers thousands of miles of transmission and distribution lines utilities are responsible for. Traditionally, vegetation management teams conducted manual patrols, walking lines to visually assess risks and encroachments. Field personnel would document these findings by hand and enter them into back-office systems later, which was time-consuming and difficult to scale.
With wildfires occurring at significantly higher-than-average rates — there were 77,850 unique wildfires in 2025, up from 67,897 in 2024 — the need for inspections has increased dramatically in recent years. Thankfully, advances in edge technology have leveled up utility technician crews’ ability to monitor and manage vegetation risks.
Geographic Information System (GIS) maps, historical inspection records, artificial intelligence-powered risk models, and other advanced technologies are critical for prioritizing the highest-risk corridors and optimizing crew deployments. Instead of arriving blind, line clearance teams tasked with vegetation management arrive on site with targeted intelligence and a defined mitigation plan.
When equipped with rugged laptops, tablets, and handheld devices, vegetation management teams can:
- Access digital inspection plans and GIS maps from anywhere.
- Examine historical vegetation growth data and information on past remediation efforts.
- Capture and geotag photos, notes, and measurements in real time.
- Update vegetation status instantly without returning to the office between tasks.
- Conducting aerial patrols of transmission corridors.
- Taking thermal images to detect temperature anomalies in vegetation and infrastructure that could indicate or lead to the ignition of a fire.
- Measuring vegetation proximity to power lines and other infrastructure using LiDAR and high-resolution imaging.
- Minimal dependence on cloud connectivity in remote areas.
- Faster decision-making capabilities during high-fire-risk conditions.
- Compressing the time between detection and mitigation efforts.
Deploying intelligence into the field enables crews to more quickly identify high-risk areas, conduct more consistent inspections, and improve documentation. Additionally, the data needed for regulatory audits gets collected and uploaded throughout daily workflows rather than retroactively after an incident.
Streamlining Fire Prevention Inspections with Drones and Edge Processing
Utility crews in the field can only cover so much ground on foot. To overcome this limitation, utilities have turned to Unmanned Aerial Systems (UAS), which have become increasingly important in wildfire prevention. Utility workers often deploy drones for a variety of inspection tasks, such as:
That aerial data is most valuable, however, when it can be translated into action quickly. With rugged handheld devices and laptops, utility personnel can process data from UAS systems at the edge. Rather than transmitting or physically transporting data back to a centralized location for processing, crews can review drone imagery and thermal data on site and use AI models to flag potential vegetation encroachment. Once a trained vegetation management specialist validates the risk, the field team can mark the area clear or dispatch a trimming crew as needed.
When fire danger is elevated, hours and minutes matter. Processing UAS data at the edge offers several advantages, including:
Keeping Vegetation Management Teams Connected in Extreme Conditions
The field personnel who work on vegetation management teams rarely work in easy or forgiving conditions. These workers must contend with remote terrain, extreme temperatures, dust, smoke, direct sunlight, long shifts, and limited connectivity.
Standard consumer- and business-grade laptops and tablets simply are not built to handle the realities of utility field work. Screens crack, devices overheat, and batteries die, derailing essential inspections at inopportune moments and increasing the risk that something critical will be missed.
By contrast, rugged laptops and tablets are purpose-built to operate in harsh environments. For example, TOUGHBOOK laptops, tablets, and 2-in-1s can withstand extreme heat, resist dust and moisture intrusion, and remain readable in direct sunlight. They also offer a variety of connectivity options, ensuring that field crews can sync large files, access GNSS and GIS systems, and communicate as needed.
Additionally, utility field teams need rugged equipment with integrated cybersecurity solutions. With TOUGHBOOK Total Defense, users get protection at every layer, from BIOS to the cloud and everything in between, ensuring that proprietary infrastructure data remains secure and devices used in the field remain compliant with the latest rules and regulations.
Taking Vegetation Management from Reactive Response to Proactive Mitigation
As wildfire incidents grow year over year, robust vegetation management plays a critical role in prevention. With continuous monitoring, faster decision-making, and intelligent prioritization of mitigation efforts, utilities can play a much more effective role in reducing wildfire risk. By deploying rugged mobility solutions that empower frontline workers, utilities can significantly reduce the risk of vegetation-related ignition events.
Utility personnel who make up vegetation management crews are a key cornerstone of wildfire prevention efforts. Utility organizations must equip them with rugged, secure, and edge-enabled tools they need to maintain grid reliability and protect communities.
Finding a Trusted Technology Partner
Panasonic Connect helps utility providers and contractors plan and execute end‑to‑end technology projects by aligning IT strategy with the realities of field operations. Through our IT Planning and consultation services, our experts work with utility companies early in the project lifecycle to ensure needed technology supports crews working across large service territories to increase productivity. This includes:
- Creating custom system images
- Ensuring operating systems, security controls, and workflows are ready for deployment at scale
Our experts can augment existing IT resources for a smooth deployment of new devices for the field , helping utility providers and contractors reduce deployment disruptions, standardize technology across crews, and support long‑term operational reliability. By ensuring your hardware is correctly configured and deployed before devices reach the field, utility providers and utility contractors can reduce downtime, speed crew onboarding, and keep your crews productive from day one.
Learn how Panasonic Connect can help utilities equip field crews with the rugged mobility solutions they need for successful vegetation management.