GREENBEAM TECHNOLOGY

The intelligence behind every move.

Computer vision, onboard AI, precise positioning, environmental sensing, autonomous mobility, and precision treatment work together inside GreenBeam.


GreenBeam combines computer vision, edge AI, RTK positioning, LiDAR, virtual boundaries, all-wheel drive, onboard environmental sensing, and precision light treatment in one autonomous weed-control robot.

THE INTELLIGENCE INSIDE GREENBEAM

See what makes GreenBeam work.

CLICK OR TAP TO EXPLORE
INSIDE GREENBEAM Integrated autonomy stack
SYSTEM OVERVIEW
GreenBeam autonomous weed treatment robot
JETSON GPU AI
SENSE LiDAR + camera
DECIDE Jetson AI
ACT Laser + AWD

See → Understand → Decide → Locate → Move → Target

01 / SENSE

The lawn becomes information.

GreenBeam's onboard camera continuously scans the plants it encounters as it patrols. Every pass over the lawn generates visual data — leaf shapes, textures, color patterns — that the AI system evaluates in real time.


Camera-based plant scanning is the first step in GreenBeam's decision loop. What the camera sees becomes the input for everything that follows.

GreenBeam camera scanning lawn plants with Photon Cyan AI detection overlays.
NVIDIA Jetson Orin Nano module with Photon Cyan data connection lines.

02 / UNDERSTAND

AI onboard.

GreenBeam's AI runs entirely on the robot. Powered by the NVIDIA Jetson Orin Nano, plant recognition and weed identification happen onboard — without sending data to the cloud.

Edge AI means the robot can evaluate plants, make decisions and act on them in real time — even without a network connection. The Jetson Orin Nano brings the computing power needed for outdoor AI inference to a compact, power-efficient robotics platform.

NVIDIA JETSON ORIN NANO · ONBOARD COMPUTING · EDGE AI

03 / DECIDE

Knowing what not to target matters too.

GreenBeam evaluates every plant it encounters. When the AI determines a plant is not a target weed, GreenBeam moves on. Grass, flowers, and groundcover are left untreated when they are not identified as a target weed.

Healthy lawn grass with Photon Cyan bounding box overlay.

GRASS

LEAVE

Garden flower with Photon Cyan bounding box overlay.

FLOWER

LEAVE

Clover groundcover with Photon Cyan bounding box overlay.

GROUNDCOVER

LEAVE

Dandelion weed with Beam Green circular target lock ring.

TARGET WEED

TARGET CONFIRMED

Plant discrimination is not a secondary feature. It is a foundational requirement for a system that treats individual plants.

04 / LOCATE

Location at lawn scale.

RTK — Real-Time Kinematic positioning — gives GreenBeam centimeter-level positioning capability. This precision enables GreenBeam to maintain systematic coverage across the defined lawn area, know exactly where it has been, and navigate its operating zone accurately.


RTK works by combining standard GPS satellite signals with correction data from a ground-based reference point, resolving position errors down to the centimeter scale. For a robot making individual plant-level decisions, knowing exactly where it stands matters.

RTK POSITIONING · CENTIMETER-LEVEL CAPABILITY · SYSTEMATIC COVERAGE

[ANIMATION — RTK coverage path over an overhead residential lawn map]

04 / LOCATE + SENSE

Spatial awareness in motion.

LiDAR gives GreenBeam a continuous three-dimensional awareness of its immediate surroundings. As GreenBeam moves, LiDAR maps obstacles, surface variations and the geometry of the space around it in real time.

[ANIMATION — LiDAR point cloud of GreenBeam approaching a garden bed edge]

LiDAR obstacle detection contributes to GreenBeam's environmental awareness as it navigates. Combined with RTK positioning and the GreenBeam App's virtual boundaries, GreenBeam understands where it is, where it is going, and what is in the way.



RTK = where am I? LiDAR = what's around me?

LiDAR · OBSTACLE DETECTION · SPATIAL AWARENESS

04 / BOUND

Know where to work — and where not to.

GreenBeam's operating area is defined digitally through the GreenBeam App — no buried perimeter wire required. Draw the lawn perimeter on the map, define exclusion zones around pools, flower beds or play areas, and GreenBeam works within those boundaries.

Virtual boundaries are precise, adjustable and invisible. Change them any time from the app — no digging, no reinstallation, no disruption to the lawn.

No boundary wire. No installation. No physical changes to the lawn.

GreenBeam virtual boundary map showing operating zone in Beam Green and exclusion zones in Photon Cyan.
GreenBeam in-wheel motor cutaway CGI showing internal motor architecture.

05 / MOVE

Power at every wheel.

GreenBeam uses all-wheel drive with in-wheel motors — a motor at each wheel rather than a central drive shaft. This architecture delivers independent power and control at every wheel simultaneously.

Real lawns are not flat. AWD with in-wheel motors supports GreenBeam's mobility across uneven ground, surface variations and slope — the kinds of conditions that defeat simpler drive systems.

ALL-WHEEL DRIVE · IN-WHEEL MOTORS · FOUR-WHEEL INDEPENDENT DRIVE

06 / TARGET

The final decision happens at one plant.

GreenBeam's entire system — computer vision, onboard AI, RTK positioning, LiDAR awareness, autonomous mobility — converges at this point. One weed. One treatment. Precision light directed at the weed's growth point.

GreenBeam Target Lock — Photon Cyan detection overlay contracts to Beam Green circular target lock labeled TARGET CONFIRMED on a dandelion growth point / meristem.

GreenBeam directs precision light at the growth point — the meristem — the part of the plant responsible for growth. Targeting at this level, rather than treating the surrounding lawn area, is the core principle of autonomous precision weed control.

TARGET CONFIRMED

See → Understand → Decide → Locate → Move → Target

OUTDOOR INTELLIGENCE

Outdoor intelligence includes knowing when conditions change.

GreenBeam operates outdoors, which means operating conditions change. When GreenBeam detects rain, it executes an automatic behavioral sequence — no app input required.

GreenBeam detecting rain with Photon Cyan sensor indicator.

RAIN DETECTED

GreenBeam heading toward the garage in the rain.

RETURNING HOME

GreenBeam docking at the GreenBeam Garage.

DOCKING

GreenBeam recharging inside the GreenBeam Garage.

RECHARGING

Clear conditions after rain on a residential lawn.

CONDITIONS CLEAR

GreenBeam resuming its mission after rain.

RESUMING MISSION

Automatic rain response means GreenBeam protects itself and the equipment without requiring any intervention — and picks up where it left off when conditions improve.