What Aigen does

Aigen is a U.S.-based agricultural robotics company founded in 2020 by Kenny Lee and Richard Wurden, headquartered in Kirkland, Washington. The company develops and operates the Element, a fully autonomous, 100% solar-powered mobile robot equipped with AI computer vision and a mechanical striker that identifies and physically eliminates weeds in row crop fields without chemical herbicides. Element units are deployed in coordinated mesh-networked crews of 5, 10, or 20+ robots, capable of covering 200 acres per 5-robot crew per growing season, with a hardware design lifespan of five seasons.

The core technology stack combines onboard AI vision cameras for weed identification, an intelligent mesh network for autonomous fleet coordination, AWD/IP65-rated ruggedized hardware, and an ML pipeline modernized on Amazon SageMaker AI for data labeling, model training, and inference at scale. During daily patrols, robots capture plant-level imagery and operational data, creating a per-field dataset that feeds back into weed-ID model improvement.

Aigen sells its offering as a managed, Robotic-as-a-Service / subscription-style service rather than a hardware sale: customers engage a local 'Aigen Agent,' complete an intake form, and Aigen delivers, runs, and maintains the Element fleet throughout the growing season, with progress tracked via a companion app. Revenue is generated through quote-based seasonal contracts in crew configurations, with the primary customer segment being U.S. broad-acre row crop farmers facing herbicide-resistant superweeds — currently demonstrated in North Dakota and Minnesota pilots. The company was capitalized by approximately $32M+ across disclosed 2022–2025 rounds led by NEA, with additional backing from Bessemer Venture Partners, Cleveland Avenue, AgFunder, Regen.vc, Global Founders Capital, Industrious Ventures, SIG Private Equity Investments, Incite, and E2.

Name

Aigen

Legal name

Aigen Inc.

Website

https://aigen.io

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

11–50 employees

Short description

Aigen is a U.S. agricultural robotics company that operates a managed fleet of solar-powered, AI-vision-driven Element robots to mechanically eliminate herbicide-resistant weeds in row crop farms, serving U.S. broad-acre growers via recurring seasonal contracts with crew deployments of 5 to 20+ robots.

Ownership category

akta.pro rank

Product category

Agricultural Robotics

NAICS

Farm Machinery and Equipment Manufacturing (333111), Agricultural Implement Manufacturing (33311)

SIC

Farm Machinery & Equipment (3523), Agricultural Services (700)

akta.pro primary industry

Robotic Weeding & Mechanical Cultivation Systems (AFAAAGAB)

akta.pro secondary industries

Autonomous Field Robots & Tractors (Driverless tractors, robotic carriers) (AFAAAGAA), Agricultural & Field Robotics (HDAAAIAD), Agricultural UAV/UGV Autonomy Platforms (Navigation, mission planning, fleet autonomy) (AFAAAGAF)

Keywords

• Agricultural robotics
• Autonomous weeding
• Precision agriculture
• Solar-powered robots
• Weed control service

Headquarters

HQ city

Kirkland

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Hardware or Manufacturing

Cost components

Technology or R&D, Personnel, Supply Chain, Operations, Marketing or Sales

Revenue model

1. Robotic-as-a-Service / Managed Fleet Service: Aigen delivers, runs, and maintains fleets of Element robots for farmers throughout the growing season; service-based offering (not a hardware sale) where customers contract the weeding crew and track fields via app. Sold in crew configurations of 5, 10, or 20+ robots, with 200 acres/season coverage per 5-robot crew.
2. Recurring Seasonal Service Contracts: Service is delivered per growing season, implying a recurring/seasonal contract structure rather than one-time hardware purchase, with potential multi-year renewal as robots are designed to last 5 seasons.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels6 records

Core offering

Aigen designs, manufactures, and operates the Element robot — a fully autonomous, 100% solar-powered agricultural robot with AI vision and a mechanical striker that physically removes herbicide-resistant weeds without chemicals. The robots are deployed in mesh-networked crews of 5, 10, or 20+ units, covering 200 acres per 5-robot crew per growing season, and are delivered to farmers as a managed fleet service that Aigen runs and maintains throughout the season.

Product overview

Aigen operates a single integrated product offering — a managed, AI-driven robotic weeding service — anchored by its core product, the Element robot, and supported by an accompanying farmer-facing mobile app for field tracking. Rather than selling robots outright, Aigen delivers, runs, and maintains Element fleets on customer farms throughout the growing season, with the robots forming an autonomous, solar-powered mesh network that performs daily mechanical weed strikes as a coordinated crew. The offering is therefore a unified product-plus-service: the Element hardware/software platform is the primary product, and the Aigen Agent + tracking app constitutes the customer-facing service layer that wraps it.

Differentiator

Problem solved

Functional benefit

Brands

• Element: Aigen's flagship solar-powered, fully autonomous robotic platform for daily weed control; uses AI vision to identify and mechanically strike weeds without chemicals, marketed in 5-, 10-, and 20+ robot crew configurations.

Products and services

• Element Robot The Aigen Element is a fully autonomous, 100% solar-powered agricultural robot (350W panel with on-board battery storage) that uses AI vision and a precision mechanical striker to eliminate herbicide-resistant weeds without chemicals. Element units are deployed in configurable crews of 5, 10, or 20+ robots covering 200 acres per 5-robot crew per season, with AWD, IP65-rated foam-filled wheels, and a design lifespan of 5 growing seasons; it is built for row crop farmers battling herbicide resistance in broad-acre fields.
• Aigen Robotic Weeding Service A managed subscription-style service in which a local Aigen Agent onboards the customer, then Aigen delivers, runs, and maintains a fleet of Element robots throughout the growing season. Crews are configured in packs of 5, 10, or 20+ robots covering 200 acres per 5-robot crew per season, sold under multi-year seasonal contracts and tracked through the companion Aigen app, enabling farmers to harvest chemical-free crops without capex on hardware.

Quantifiable outcome

• 200 acres of weeding coverage per 5-robot crew per season
• +3 more outcomes

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability6 records

Feature6 records

Partnerships

Three partnerships are on record, tiered core infrastructure partner — aigen modernized its ml pipeline on amazon sagemaker ai., program partner — co-runs the compute for climate fellowship cohort that selected aigen. and adjacent ecosystem partner — aigen's solar-powered robotic farming systems are referenced in nvidia coverage of autonomous robot deployment..

• Amazon Web Services (AWS)core infrastructure partner — aigen modernized its ml pipeline on amazon sagemaker ai.Technology or IntegrationAWS is a featured technology partner: Aigen uses Amazon SageMaker AI for its ML pipeline, delivering improvements in data labeling efficiency, model training speed, and operational scale. AWS is also a co-sponsor (with IRCAI/UNESCO) of the Compute for Climate Fellowship that selected Aigen.
• IRCAI (International Research Centre on Artificial Intelligence)program partner — co-runs the compute for climate fellowship cohort that selected aigen.Strategic or Co-development PartnerIRCAI, in partnership with AWS and UNESCO, runs the Compute for Climate Fellowship. Aigen was selected into the second (2025) cohort spanning 21 countries and six continents, with up to $1.5M total AWS credits available.
• NVIDIAadjacent ecosystem partner — aigen's solar-powered robotic farming systems are referenced in nvidia coverage of autonomous robot deployment.Technology or IntegrationAigen was mentioned alongside NVIDIA-powered robotics initiatives accelerating autonomous solar and farm fleets, including its solar-powered robotic systems for farming.

Scale indicators7 records

Recent moves6 records

Expansion highlights6 records

Direct peers

• Carbon Robotics: Carbon Robotics builds the LaserWeeder, an autonomous agricultural robot that uses AI vision and high-powered lasers to kill weeds without herbicides. Most direct competitor to Aigen in the chemical-free autonomous weeding category, also targeting broad-acre row crops in the US.
• FarmWise: FarmWise develops AI-powered weeding robots that mechanically remove weeds in specialty and row crops. Similar RaaS-style go-to-market and AI-vision-based weeding focus makes FarmWise a closely comparable peer to Aigen's Element.
• Naio Technologies: Naio Technologies builds small autonomous weeding robots (Oz, Ted, Dino) for vegetable and row crop farms, using mechanical tools and AI guidance. Directly comparable in product category, though Naio is more established in European markets.
• Ecorobotix: Ecorobotix produces the ARA and AVO autonomous weeding robots that use computer vision and precision spraying/mechanical tools to reduce herbicide use. Closely aligned with Aigen's chemical-reduction value proposition and precision weeding approach.
• Garford (Robocrop): Garford manufactures the Robocrop inter-row and intra-row weeding systems that use machine vision to guide mechanical tools between crop rows. Comparable vision-guided mechanical weeding technology, often integrated as tractor-mounted implements.
• Stout Industrial Technology: Stout Industrial Technology builds the Smart Cultivator, an AI vision-guided mechanical weeder that uses cameras and blades to distinguish crops from weeds in real time. Highly comparable product approach to Aigen's AI vision + mechanical striker mechanism.

Broad incumbents

• John Deere (See & Spray): John Deere's See & Spray technology uses computer vision to distinguish weeds from crops and target herbicide application on large sprayers. A broad incumbent in precision agriculture with deep dealer relationships, representing the dominant competitive threat to Aigen.
• Blue River Technology (John Deere): Blue River Technology, acquired by John Deere, pioneered the See & Spray computer-vision-based precision spraying technology that is the conceptual predecessor to Aigen's weeding robots. Represents the most mature incumbency in AI-driven precision weed control.

Emerging players

• Verdant Robotics: Verdant Robotics builds autonomous agricultural robots that use computer vision and precision actuation for weeding, thinning, and other specialty crop tasks. Comparable AI-vision + mechanical approach in a more specialty-crop-focused niche.

Regional players

• Small Robot Company: Small Robot Company develops autonomous farming robots (Tom, Dick, Harry) for weeding and crop care using AI and per-plant data, primarily serving UK and European markets. Comparable per-plant, AI-driven weed-control approach though geographically distinct.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• Xx.com/Aigenio
• YouTubeyoutube.com/@aigen-inc
• LinkedInlinkedin.com/company/aigenio

Compliance1 record

Revenue estimate

Valuation estimate

Number of profiles

Profiles14 records

Funding overview

Funding rounds5 records

Investors13 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Aigen