Autonomous sidewalk maintenance. Zero labor cost.
Snow. Debris. Pressure wash. One fleet handles every season. No crews. No overtime. No callbacks.
One rover. Every season.
Swap attachments, not fleets. The same rover clears snow in January, sweeps debris in April, and pressure-washes in August.
96% cost reduction. Every season.
Three safety zones. Built into the hardware.
LiDAR rings create physical boundaries — stop, slow, and clear. Simple geometry that works every time, rain or shine.
360° LiDAR
Livox Mid-360 scans at 200k pts/sec. Three concentric safety zones with automatic e-stop.
RTK GPS
Centimeter-accurate positioning. Map once, deploy forever. Follows optimal paths automatically.
Behavioral Cloning
Learn from human operators. 5k-parameter MLP policy. Trained offline, runs on-device at 30Hz.
Fleet Teleop
One operator monitors 10+ rovers. Instant takeover via WebSocket. 100ms control latency.
Every city. Every season.
Sidewalk maintenance isn't a snow-belt problem. It's a budget problem.
Snow Belt
Cleveland, Minneapolis, Boston, Chicago
- $14B/yr US snow removal spend
- 3AM callouts, overtime labor
- Slip-and-fall liability ($1B+ reserves)
Sun Belt
Phoenix, Austin, Miami, Las Vegas
- Sand, gravel, and debris year-round
- Heat makes manual labor dangerous
- Tourism districts need daily cleaning
All Cities
SF, Portland, NYC, DC
- ADA sidewalk compliance pressure
- Chronic DPW staffing shortages
- Pressure wash + overnight maintenance
Built different.
Fully Open Source
All firmware, CAD files, schematics, and documentation on GitHub under MIT/Apache 2.0. No vendor lock-in. Build your own for ~$5k.
View on GitHubSafety-First Design
Multi-layer safety: LiDAR detection, watchdog timer, automatic e-stop on connection loss. Rate limiting prevents dangerous commands. Hard geometric boundaries.
Real Engineering
Production-grade Rust firmware. Jetson Orin NX compute with 30 TOPS AI. 4-wheel skid-steer platform tested in real Cleveland winters.
Read the whitepaperProduction-ready.
Ready to automate sidewalk maintenance?
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