Smart Tractor provides an autonomous robot platform with interchangeable implements that can perform a range of agricultural and municipal maintenance tasks, all managed through a cloud‑based Fleet Management Portal. The system delivers centimeter‑level positioning via LiDAR, GPS/RTK and depth cameras, real‑time telemetry, and AI‑driven operator assistance that suggests safe actions and flags risks. Integrated diagnostics, AI root‑cause analysis, and open VDA5050/OpenRMF interfaces enable mixed‑fleet coordination and reduce equipment downtime.
Funding
Funding not disclosed
Founders
Product
Problem
Operators in agriculture and municipal maintenance face labor‑intensive, manual workflows, high equipment downtime, and fragmented toolsets that limit visibility and scalability across multiple sites.
Solution
Smart Tractor delivers an autonomous robot platform combined with a unified Fleet Management Portal. The robot accepts interchangeable implements for tasks ranging from field work to urban infrastructure repair, while onboard sensors (LiDAR, GPS/RTK, depth cameras) provide centimeter‑level positioning and 3D perception. Real‑time telemetry, event logging, and fault monitoring are streamed to the cloud, where AI‑driven operator assistance suggests safe next actions and flags risks. Operators can dispatch, supervise, and intervene in missions through a web‑based interface that supports manual takeover, mission replay, and audit trails. Integrated diagnostics and AI root‑cause analysis reduce mean‑time‑to‑repair, while open VDA5050 and OpenRMF integrations enable mixed‑fleet orchestration across existing robotic assets.
Target Audience
Primary customers are agricultural operators (vineyards, specialty and organic farms under 500 acres) and municipal agencies responsible for sidewalk, pothole, and curb maintenance, as well as service engineers managing mixed robotic fleets.
Features
- Modular implement system allowing a single robot to perform diverse agricultural and city‑infrastructure tasks
- Autonomous navigation with LiDAR obstacle detection, GPS/RTK centimeter‑level localization, and depth‑camera 3D scene understanding
- Fleet Management Portal offering live map, mission catalog, recurring scheduler, and remote control/hand‑over capabilities
- Real‑time telemetry, event streams, and fault alerts combined with AI operator assistance and contextual help
- AI root‑cause analysis that identifies recurring assist patterns and recommends corrective actions
- Open integrations (VDA5050, OpenRMF) for seamless mixed‑fleet coordination and third‑party system connectivity
- Role‑based access control, full audit logging, and multi‑user management for secure operations
- Retrofit service that upgrades existing tractors, floor washers, and construction machines with the same autonomous stack