KYRO AI’s Asset-Driven Vegetation Management Across 2,151 Transmission Structures for LS Power | KYRO AI Case Study

Vegetation management on a transmission system is never truly finished. Every single structure cycles through inspection, treatment, and follow-up. Every step depends entirely on what the previous step uncovered in the field.

When those field decisions live buried inside individual reports, program managers lose visibility fast. You cannot see what each structure needs next, you cannot verify if the planned work matches what crews actually completed in the field, and you completely lose track of where each structure stands in its long-term inspection cycle.

At LS Power, every transmission structure acts as a living asset in KYRO AI, and that central asset record drives all the work. The result is 2,151 structures seamlessly carried through a manager-directed cycle of inspection, treatment, and maintenance, ensuring no structure is ever scheduled twice.

Sharing One Asset Inventory

LS Power is a transmission owner currently running three major field programs in KYRO AI: vegetation management and structure upkeep on standing lines, new transmission line construction, and substation inspections. Crucially, all three programs share one unified asset inventory.

The vegetation program carries 2,151 structures through a continuous cycle of annual inspections, ground inspections, treatments, and post-treatments. LS Power needed its managers to see exactly what activity each structure required next without forcing them to open dozens of individual reports. They also needed daily treatment plans to match reality, and inspection cycles that did not rely on someone updating a spreadsheet by hand.

What Asset-Driven Workflows Made Visible

Crews submit their field findings directly into KYRO AI. The platform then writes those results straight back to each structure's permanent record. This allows managers to dictate the next activity for every structure from one simple, consolidated table.

• Asset Records That Drive Work: Every transmission structure is a unique asset in KYRO AI. Its record holds exact locations, landowner details, specs, and recent inspection results. Since a structure's latest findings and next steps live in one main table, managers see exactly what needs to happen without opening a single report.

• One Clean Loop for Every Activity: When a manager assigns a project, KYRO AI creates a crew task packed with all the needed landowner and access details. After the crew submits their work, the system highlights the key findings for the manager to review. The manager picks the next step, and the structure's permanent record updates instantly. The system then clears the "Next Activity" flag so no structure is ever scheduled twice.

• Plan vs. Actual, Built Into Daily Treatment Plans: KYRO AI builds daily treatment tasks for the workweek and automatically updates them based on what crews accomplish. If a crew treats extra structures, the system credits them to that day and removes them from future tasks. If they treat fewer, the missed structures simply roll over to the next shift. Managers get an instant view of crew hours, herbicide gallons used, and completion rates per structure.

• Automated Inspection Cycles: Physical structure work follows this exact same process. A completed inspection automatically logs the latest notes and repair priorities, then pushes the next planned inspection out exactly five years. From there, managers can easily schedule immediate maintenance or an ad-hoc inspection if necessary.

• Findings Captured Anywhere: Crews can update landowner notes or submit species reports from inside any active project. This targeted setup replaces generic comment boxes that crews used to leave blank, ensuring field teams only file notes when they have something important to say.

• Visual Markup for Severity Classification: When inspectors spot a vegetation issue, they draw directly on the photo in KYRO AI to show how severe it is. For example, a branch touching a live line gets flagged as urgent with a redlined photo attached to the report. These visual notes feed right into the structure's permanent record alongside access notes and species reports.

What the Data Showed

• 2,151 transmission structures successfully carried through a vegetation and structure cycle, with zero duplicate scheduling.

• Planned treatment work reconciled automatically against actual field execution, clearly tracking gallons used, crew hours, and completion percentages.

• Every single completed inspection successfully reset the 5-year inspection clock for that structure without manual data entry.

• Access and landowner notes became highly actionable, replacing empty generic comment fields with targeted, useful field reports.

Why This Matters

A transmission owner maintains vegetation along its lines year after year. Without a central asset record driving that workflow, managers end up scheduling work based on scattered reports. Daily plans drift away from what crews accomplish in the field, and multi-year inspection cycles depend entirely on human memory.

KYRO AI put the structure's own digital record right at the center of LS Power's vegetation program. Findings flow in from the field, results write back automatically, and every structure's next activity gets scheduled from one clear table.

That is exactly why KYRO AI exists.

Frequently Asked Questions

How does KYRO AI set a structure's next vegetation activity? When a crew submits a form, KYRO AI copies the key findings into task fields for the manager to review. The manager picks a next step and completes the task. KYRO AI then writes the results back to the structure's asset record and automatically sets its next scheduled vegetation activity.

What happens when a treatment crew treats more or fewer structures than planned? KYRO AI reads which structures were actually treated directly from the field submission. Extra structures are moved onto that day's task from any other future task they were planned under. Untreated structures seamlessly move to the crew member's next task by due date, or to a brand new task if none exist.

How does KYRO AI stop a structure from being scheduled twice? When a manager creates a project for a structure's next activity, KYRO AI resets that structure's "Next Vegetation Activity" status to none. A structure that is already scheduled simply no longer shows up as waiting for work.

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