INVESTOR & PARTNERSHIP INFORMATION
A new physical-AI category for managed landscapes.
GreenBeam is building at the intersection of computer vision, autonomous outdoor robotics and precision lawn care — creating the first purpose-built autonomous precision weed-control platform for residential and commercial managed turf.
THE PROBLEM
Weed control at scale is still manual, broad, and imprecise.
The managed turf industry — residential lawns, commercial campuses, HOAs, hospitality grounds, professional lawn-care routes — spends significant labor and chemical resources on weed control methods that treat large surface areas regardless of where weeds actually are. Blanket herbicide applications, manual pulling, and broad spray schedules have been the default for decades. No autonomous, precision alternative has existed — until now.
Labor-intensive: Repetitive weed patrol consumes crew hours that scale directly with property count.
Imprecise: Broad treatments cover the full lawn whether weeds are present or not.
No autonomous alternative: The weed-control category has had no purpose-built autonomous precision system.
WHY NOW
The enabling technologies have converged.
Each core technology GreenBeam relies on has reached a maturity threshold that makes a purpose-built outdoor autonomous precision weed-control system viable. No single breakthrough — a convergence.
Edge AI
Compact onboard AI processors — including NVIDIA Jetson Orin Nano — now deliver inference capability sufficient for real-time plant recognition outdoors.
Computer Vision
Camera-based plant scanning and classification has advanced to the point where individual weed species can be distinguished from non-target plants in field conditions.
Compact LiDAR
Miniaturized LiDAR sensors suitable for outdoor mobile platforms bring spatial obstacle awareness to compact robotic systems.
RTK Positioning
Real-Time Kinematic GPS now delivers centimeter-level positioning capability in a form factor appropriate for autonomous outdoor robots.
Electric Mobility
In-wheel electric motor architecture enables compact all-wheel-drive platforms capable of navigating uneven terrain without complex drivetrain infrastructure.
Outdoor Autonomy
Sensor fusion, virtual boundary systems, and autonomous mission logic have matured to support reliable outdoor operation without buried perimeter wire.
THE GREENBEAM PLATFORM
One intelligent system. Three platform layers.
GreenBeam is not a single hardware product. It is an integrated platform — robot, infrastructure, and software — designed from the ground up as connected layers that can scale from a single residential unit to a commercial fleet.
GreenBeam Robot — Hardware
The autonomous AI-powered weed-control unit. NVIDIA Jetson Orin Nano onboard computing, camera-based plant recognition, precision-light targeting, RTK positioning, LiDAR obstacle sensing, all-wheel drive with in-wheel motors, rain detection, and automatic return-to-dock. The primary revenue-generating hardware unit.
GreenBeam Garage — Infrastructure
The robot's home base. Supports automatic docking, battery recharging via solar or standard electrical outlet, and physical protection. Sold as part of the GreenBeam System.
GreenBeam App — Software
The operator interface. Enables lawn perimeter definition, treatment zone creation, scheduling, live mission progress, treatment activity tracking, and regional weed configuration. Foundation for future software and data service opportunities.
Commercial Fleet Expansion
The platform architecture supports multi-unit commercial deployment. Fleet management, multi-property scheduling, and commercial-scale operational visibility represent the next layer of the GreenBeam platform opportunity.
ADDRESSABLE MARKETS
From one lawn to managed landscapes at scale.
GreenBeam addresses a weed-control need that exists across residential, professional, and commercial managed turf — three distinct segments with different scale and deployment profiles.
Residential Homeowners
Individual property owners seeking autonomous, precision weed control without manual effort or blanket chemical treatment. The primary Indiegogo campaign audience and initial product market.
Professional Lawn-Care Operators
Companies maintaining residential service routes and commercial accounts. GreenBeam introduces autonomous weed patrol capability to service offerings, with labor efficiency and precision differentiation.
Managed Commercial Landscapes
HOAs, corporate campuses, universities, hospitality properties, municipal grounds, and property management organizations responsible for significant managed turf acreage. Commercial fleet deployment opportunity.
BUSINESS MODEL
Platform revenue across hardware, software, and commercial services.
GreenBeam's business model reflects the layered platform architecture — primary hardware unit revenue at launch, with software, commercial fleet, and service opportunities as the platform scales. Only substantiated model categories are presented here.
HARDWARE
GreenBeam System Sales
The GreenBeam System — Robot, Garage, and App — is the primary revenue unit. Initial sales through the Indiegogo campaign and subsequent direct-to-consumer and commercial channels.
SOFTWARE
App and Software Potential
The GreenBeam App provides the operator interface today. Regional weed configuration, fleet management, scheduling, and treatment data represent a software layer with future service potential.
COMMERCIAL FLEET
Commercial Fleet Opportunity
Multi-unit deployment to professional lawn-care operators and managed-landscape organizations. Fleet management, multi-property scheduling, and commercial support represent a distinct commercial revenue pathway.
SERVICE & SUPPORT
Service and Support Opportunity
Ongoing maintenance, service plans, and operational support for both residential and commercial customers represent a recurring revenue opportunity as the installed base grows.
MOMENTUM
Working technology. Active campaign. Growing interest.
GreenBeam's progress spans demonstrated hardware capability, an active Indiegogo campaign, and growing commercial and investor interest. The sections below will be updated as milestones are reached and campaign data becomes available.
TECHNOLOGY
Working Demonstrations
AI weed recognition, precision targeting, all-wheel-drive mobility, virtual boundary operation, and automatic return-to-dock are all demonstrated working capabilities. See GreenBeam operating at /lab-in-action.
CAMPAIGN
Live on Indiegogo
Backers: [BACKER_COUNT] · Funding: [FUNDING_TOTAL] · Progress: [CAMPAIGN_PROGRESS] · Days remaining: [DAYS_REMAINING]
Latest milestone: [LATEST_MILESTONE]
INTEREST
Commercial and Press Inquiries
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Momentum data is updated manually. Campaign figures reflect the live Indiegogo campaign at time of last update.
Thank you. A member of the GreenBeam team will respond directly.
INVESTOR & PARTNERSHIP INQUIRIES
Request investor information.
GreenBeam welcomes inquiries from investors and strategic partners interested in the autonomous precision weed-control category. Use the form to introduce yourself and your interest — a member of the GreenBeam team will respond directly.
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WORKING TECHNOLOGY
LIVE CAMPAIGN
COMMERCIAL INQUIRIES OPEN
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