
San Jose, California, USA
2022
Agriculture, AgTech, Precision Agriculture, Agricultural Equipment, Robotics, Automation
Bonsai Robotics is a robotics and artificial intelligence company focused on autonomous systems for off-road environments. Its technology uses cameras, AI, computer vision, and onboard computing to give agricultural machines the ability to perceive their surroundings, navigate terrain, and perform tasks with less reliance on human operators. The company’s work began with agricultural applications, particularly orchards and specialty crops, and has expanded through its Bonsai Intelligence platform and Amiga equipment lineup.
Rather than relying primarily on GPS or pre-mapped environments, Bonsai’s approach uses vision-based perception to help machines operate in challenging outdoor conditions.
Bonsai Robotics develops autonomous software, hardware integrations, and robotic equipment for agricultural and other off-road operations. Its technology can be integrated with existing equipment or deployed through Bonsai’s own Amiga vehicle platforms. The company works with equipment manufacturers to add autonomous capabilities to machines used for activities such as harvesting, spraying, mowing, sweeping, towing, and hauling.
The company also provides tools for managing autonomous fleets. Through Bonsai Pilot, growers can plan missions, assign jobs, monitor machines, review telemetry, and analyze operational information from a cloud-based interface. This connects autonomous equipment with the people responsible for managing agricultural operations.
Bonsai Robotics’ technology is built around vision-based autonomy and embodied AI. Its Bonsai Autonomy system uses cameras and AI to perceive an environment and support navigation and machine decision-making without depending on GPS or pre-mapped routes. The company describes the system as a perception and decision-making engine for machines operating in off-road environments.
A key part of the technology is its use of real-world operational data. Bonsai says its autonomy models have been trained using data from more than 500,000 acres across different crops, environments, and operating conditions. The system is designed to continue learning from missions and adapt to different terrain and conditions.
The technology is designed for conditions that can make conventional autonomous systems difficult to deploy, including dust, debris, vibration, changing light, rough terrain, and areas with limited GPS or cellular connectivity. Bonsai has also described its newer AI systems as using camera images to estimate 3D perception and understand terrain and obstacles.
The broader Bonsai Intelligence platform combines the autonomy technology with fleet-management capabilities, allowing machines, jobs, field data, telemetry, and operational information to be managed through a connected system.
Bonsai Robotics is relevant to the emerging technology landscape because it applies AI and physical autonomy to environments that are substantially different from roads, warehouses, or controlled industrial facilities.
Agricultural machinery must operate around crops, uneven terrain, dust, branches, changing weather, and other conditions that can make navigation difficult. Bonsai’s vision-first approach addresses this problem by using cameras and AI to help machines understand their surroundings rather than depending exclusively on GPS or fixed maps.
The company is also combining software-based autonomy with physical machines. Its technology can be integrated into existing agricultural equipment while its Amiga product line provides purpose-built platforms for autonomous operations. That combination places Bonsai Robotics at the intersection of AI, computer vision, robotics, autonomous vehicles, and precision agriculture.
Bonsai Intelligence is the company’s connected autonomy platform for off-road equipment. It combines Bonsai Autonomy with Bonsai Pilot to support autonomous machine operation, fleet management, mission planning, telemetry, and operational analytics. The platform can be deployed on existing equipment or incorporated into new machines.
Bonsai Autonomy is the perception and decision-making component of Bonsai Intelligence. It uses cameras and AI to help machines perceive their surroundings, navigate complex terrain, and perform tasks autonomously. The system is designed to operate without requiring GPS or pre-mapped data.
Bonsai Pilot is a cloud-based application for planning and managing autonomous operations. Growers can use it to manage farms and locations, plan routes, assign jobs, monitor machines, view telemetry, track fleet performance, and review operational data.
Amiga Flex is a compact, modular vehicle designed for research and development, smaller farms, and light-duty commercial applications. It can operate under direct operator control or autonomously using Bonsai Intelligence.
Amiga Max is a larger Amiga platform designed for commercial applications such as spraying, towing, lifting, and hauling. Bonsai lists applications across bedded and row crops, orchards, and some non-agricultural environments.
Bonsai Robotics’ primary applications are in agriculture and agricultural automation, particularly operations involving orchards, vineyards, specialty crops, and outdoor machinery. Its autonomous systems can support activities including harvesting, spraying, mowing, sweeping, towing, hauling, and other repetitive field operations.
The company’s technology is particularly relevant to environments where machines need to operate in remote or difficult conditions. Bonsai has developed systems for orchard operations involving crops such as almonds and other tree nuts, while its Amiga platforms extend the technology to additional crop types and agricultural tasks.
Bonsai also identifies applications beyond traditional grower operations, including equipment manufacturers, research and development, education, and non-agricultural off-road applications.
Bonsai Intelligence is Bonsai Robotics’ connected autonomy platform for off-road equipment. It combines autonomous perception and decision-making with cloud-based tools for planning, monitoring, and managing machines.
Bonsai uses cameras and vision-based AI to perceive the surrounding environment and support machine navigation. Its system is designed to operate without depending on GPS or pre-mapped data, which is particularly relevant in orchards and other environments where GPS availability or reliability can be limited.
Bonsai Pilot is used to plan, assign, monitor, and manage autonomous operations. It provides tools for fleet management, field organization, telemetry, route planning, job execution, and operational reporting through a cloud-based interface.
Bonsai technology can be integrated with existing agricultural equipment and OEM machines, as well as Bonsai’s own Amiga vehicles. Current examples include orchard shakers, sweepers, sprayers, and modular vehicles used for tasks such as harvesting, spraying, mowing, and hauling.
Bonsai Robotics acquired farm-ng in 2025. The acquisition brought farm-ng’s modular Amiga robotic platform into Bonsai’s product portfolio, expanding Bonsai’s ability to offer both autonomy software and purpose-built agricultural vehicle platforms.
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