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Grounds Automation

Seasonal Staff That Never Show Up. Grounds Work That Never Gets Documented.

Autonomous outdoor robots for commercial grounds maintenance. One modular platform handles mowing, snow removal, leaf clearing, and load towing across every season — managed through the same platform as your indoor fleet.

4seasons covered
24/7autonomous operation
1unified platform
Outdoor autonomous mower or sweeper on a campus walkway at golden hour, wide shot
On the ground

Grounds work that runs itself — and reports back.

54%

of landscape contractors cite hiring as top risk

Source: NALP, 2024

$184B

U.S. landscaping industry valuation

Source: IBISWorld, 2024

40%

grounds cost reduction with autonomous systems

Source: Industry benchmark

75%

of seasonal equipment sits idle most of the year

Source: Fleet utilization data

THE GROUNDS PROBLEM

Your grounds operation is running on hope, not data.

Most facilities run grounds the way they ran cleaning a decade ago — outsourced, unmeasured, and impossible to verify until something goes wrong.

01

Seasonal Hiring Crises

Mowing crews vanish in spring. Snow crews vanish in winter. The work doesn't — but the labor does, and rates climb every cycle.

02

Four Separate Equipment Purchases

Mowers, snow blowers, leaf vacuums, utility vehicles. Each bought separately, stored separately, maintained separately, idle three-quarters of the year.

03

Zero Documentation of Grounds Work

When was the lot plowed? Where did the crew actually mow? You have a contract and an invoice — but no defensible record of what happened on the ground.

ONE PLATFORM, FOUR SEASONS

One chassis, four seasonal modules.

A modular outdoor platform that earns its footprint year-round — and feeds every pass back into your spatial intelligence graph.

Year-Round Modularity

Swap modules, not chassis. Mow in spring, blow snow in winter, clear leaves in fall — same robot, same fleet, same dashboard.

RTK-GPS Navigation

Centimeter-accurate positioning across open grounds, parking lots, and complex perimeters. Repeatable routes, not approximate ones.

Boundary Safety

Geofenced operating zones, real-time obstacle detection, and tamper alerts. Designed for public-facing facilities, not test fields.

Documented Coverage

Every pass logged, time-stamped, and overlaid on your site map. Defensible records for tenants, insurers, and audits.

Weather-Triggered Deployment

Forecast-aware scheduling pre-positions robots ahead of storms and surface conditions — no overnight calls required.

Spatial Assessment (3D Light Detection and Ranging (LiDAR))

Robots map terrain as they work, feeding the Spatial Knowledge Graph with elevation, vegetation, and surface intelligence.

VERTICALS

Where outdoor automation pays for itself.

Higher Education

Hundreds of acres, public visibility, and seasonal student labor that disappears at semester breaks.

Healthcare

Zero tolerance for icy entrances, ambulance bays, and visitor walkways — documented and proven, every event.

Aviation

Perimeter mowing, runway-adjacent turf, and snow-critical surface coordination across large airside footprints.

Commercial Real Estate

Multi-property portfolios where grounds quality is the first thing tenants see and the last thing supervisors verify.

WHO THIS IS FOR

Built for Every Stakeholder in the Decision

VP of Facilities

"I need grounds work that gets done on time, in any weather, with documentation I can hand to a tenant."

CFO / Finance

"Show me the math on owning autonomous equipment vs. paying seasonal contractors year over year."

Head of Sustainability

"Electric, low-noise, low-emission grounds operation — and reportable carbon outcomes."

Get started

Let's talk about your building.

No demo scripts. Just a conversation about your facility, your numbers, and what would actually move them.