Industry · 10 projects

Robotics · Autonomous Systems

Autonomous outdoor robotics — ground-up vehicles, retrofit kits for existing equipment, perception and path-planning engines, fleet coordination, and remote teleoperation. Ten projects across domestic, commercial, and industrial use cases.

Selected work

10 projects in Robotics.

Each project links to a detailed case study with challenge, approach, results, and our role.

AutoMow AI Retrofit Kit
Project 16

AutoMow AI Retrofit Kit

Domestic & Commercial Autonomous Mower Conversion

10 months TRL 2 → 8
Modularacross multiple mower platforms
Multi-layersafety architecture
Read case study →
Autonomous Zero-Turn Lawn Mower System
Project 17

Autonomous Zero-Turn Lawn Mower System

Ground-up Autonomous Platform for Commercial Grounds

11 months TRL 2 → 8
360°safety perception coverage
RTK-gradepositioning accuracy
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AI Path Planning Engine for Outdoor Robotics
Project 18

AI Path Planning Engine for Outdoor Robotics

Layered Coverage + Local Planning Reusable Across Platforms

6 months TRL 3 → 8
Layeredglobal + local planner architecture
Fastreplanning under obstacle changes
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Hybrid Manual + Autonomous Control Robotics System
Project 19

Hybrid Manual + Autonomous Control Robotics System

Shared Control With Crisp Handover Rules

5 months TRL 3 → 8
Threeclearly defined control states
Always-onmanual override authority
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Obstacle Detection & Avoidance System (Edge AI)
Project 20

Obstacle Detection & Avoidance System (Edge AI)

Multi-Modal Vision + Radar Perception on Embedded GPU

7 months TRL 3 → 8
Multi-modalvision + radar fusion
Low-latencyon embedded GPU
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Smart Docking & Auto-Charging Station
Project 21

Smart Docking & Auto-Charging Station

Visually Guided Self-Docking with Compliant Contacts

5 months TRL 3 → 8
Visualfinal-approach alignment
Compliantcontact mechanism
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Edge AI Robotics Control Unit
Project 22

Edge AI Robotics Control Unit

Purpose-Built Compute Platform Across Product Lines

7 months TRL 3 → 8
Reusableacross product lines
IndustrialI/O set and connectors
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Autonomous Navigation Logic Engine
Project 23

Autonomous Navigation Logic Engine

Behavior-Tree Orchestration with Safety Review

7 months TRL 3 → 8
Behavior-treearchitecture
Liveintrospection of task state
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Remote-Control Robotics System (4G Connected)
Project 24

Remote-Control Robotics System (4G Connected)

Low-Latency Cellular Teleop with Safe-Hold on Loss

6 months TRL 3 → 8
Low-latencyteleop over 4G/LTE
Adaptivevideo bitrate
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Multi-Robot Coordination System
Project 25

Multi-Robot Coordination System

Deadlock-Free Task Allocation and Resource Sharing

8 months TRL 2 → 7
Livefleet state and task map
Deadlock-freepath sharing
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