PlantVillage

What PlantVillage does

PlantVillage is a non-profit agricultural technology initiative originated at Pennsylvania State University (Penn State) that builds AI- and satellite-enabled platforms to help smallholder farmers in Africa, Asia, and the Americas adapt to climate change, pests, and diseases. Its core products include the PlantVillage Mobile App for farmer data collection and pest/disease identification, PlantVillage AI (in beta as of 2024, combining multiple AI models with third-party weather and soil datasets for tailored advice), the eLocust3m device built for UN FAO to crowdsource desert locust occurrence data, the Locust Map, a Pest & Diseases Observatory System used by researchers and extension officers, and an AI-driven diet tracking app co-developed with IFPRI. Delivery is multi-modal, spanning smartphones, SMS, television broadcasts, real-world social networks, and a network of PlantVillage extension officers physically present across 12 countries (with a stated target of more than 50 countries by late 2025).

The business model is grant- and donation-funded rather than commercially priced; all services are provided free of charge to farmers, and revenue details are not publicly disclosed. Institutional partnerships are central to operations and distribution: PlantVillage is part of the US State Department Feed the Future Innovation Lab (which has up to $64 million in grants), participates in the XPRIZE gigatonne-scale carbon removal competition (with $1,000,000 from the Musk Foundation and XPRIZE in April 2022), collaborates with IFPRI on nutrition, leverages FEWS NET for pastoralist forecasts, and contributes to the CGIAR/TAAT digital agriculture ecosystem that has reached 12 million farmers across 27 countries. PlantVillage sits under Pennsylvania State University as its parent institution rather than as an independent venture-backed entity, and operates with 11-50 employees from University Park, Pennsylvania.

Customer segments are segmented by use case: smallholder farmers are the primary end users, while governments (Malawi DAES, Chitipa District Council), international organizations (UN FAO), pastoralist communities in rangelands, and adolescents/school feeding programs constitute secondary segments. The organization does not monetize access to its technology directly; instead, it relies on multi-year institutional grants, donations, and prize funding to sustain operations, with a separately structured cooperative sub-brand (PV+ at plantvillageplus.coop) as a potential commercial vehicle.

Name

PlantVillage

Legal name

PlantVillage

Website

https://plantvillage.psu.edu

Company type

Private

Founded year

2018

Operating status

Operating

Headcount range

11–50 employees

Short description

PlantVillage is a Penn State-affiliated non-profit building AI- and satellite-enabled agricultural advisory platforms for smallholder farmers across Africa, Asia, and the Americas. It operates free mobile, SMS, TV, and field-extension channels across 12 countries, funded primarily by institutional grants and donations.

Ownership category

akta.pro rank

Product category

Digital Agriculture Technology

NAICS

Support Activities for Crop Production (11511)

SIC

Agricultural Services (700)

akta.pro primary industry

Pest/Disease/Weed Detection & Forecasting Analytics (AFABAMAI)

akta.pro secondary industries

Crop Scouting & Pest/Disease Detection (Digital Scouting, Computer Vision, Alerts) (AFAGALAI), Satellite Imagery & Monitoring Platforms (AFAAAFAI), Farm Technology Enablement & Data Integration Advisory (FMIS/ERP, IoT, Decision Support) (AFACAJAG), Remote Sensing & Imagery Analytics (Satellite, Drone, Aerial) (AFABAMAB)

Keywords

• Digital agriculture solutions
• Crop disease detection
• Agricultural extension services
• Pest monitoring tools
• Climate-smart farming

Headquarters

HQ city

State College

HQ country

United States

HQ region

North America

Offices2 records

Markets served

GTM type

B2C

Offering type

Software

Cost components

Personnel, Technology or R&D, Operations, Infrastructure, Marketing or Sales

Revenue model

1. Agricultural Technology Services: PlantVillage operates as a non-profit agricultural technology initiative originating from Penn State University, providing free AI-powered tools to smallholder farmers. Revenue generation mechanisms are not explicitly disclosed in available sources; the organization appears to be primarily grant and donation funded.

Go-to-market motion3 records

Distribution channels6 records

Marketing channels6 records

Core offering

PlantVillage combines AI, cloud computing, and satellite technology with a global network of field extension officers to deliver agricultural advice to smallholder farmers. Once a farmer inputs crop type, location, and planting date, the platform's algorithms deliver personalized recommendations via smartphone, SMS, TV, or real-world social networks. Its core offerings include the PlantVillage AI assistant, a mobile app for crop disease and pest identification, the eLocust3m device for UN FAO locust monitoring, and a pest and disease observatory system.

Product overview

PlantVillage is an AI-powered agricultural technology platform that helps smallholder farmers across Africa, Asia, and the Americas adapt to climate change. The core product is PlantVillage AI, which combines multiple AI models with third-party datasets (weather forecasts, soil data) to provide tailored farming advice. This is supported by the PlantVillage Mobile App for farmer data collection, the Pest & Diseases Observatory System for research monitoring, and specialized tools like eLocust3m (for UN FAO locust tracking) and the Locust Map. A separate sub-brand, PV+, operates at plantvillageplus.coop. The platform also includes an AI-driven diet tracking app developed with IFPRI. PlantVillage's extension officers work across 12 countries, and the system delivers advice via smartphone, SMS, TV, or social networks based on crop type, location, and planting date.

Differentiator

Problem solved

Functional benefit

Brands

• PV+ (PlantVillage Plus): A cooperative offering additional services under the PlantVillage brand, with its own website at plantvillageplus.coop.

Products and services

• PlantVillage AI An AI-powered advisory tool that combines multiple AI models and third-party datasets (weather forecasts, soil data) to provide specific farming advice to smallholder farmers. Currently in beta testing with active evaluation of multiple AI models for accuracy, relevance, and cost.
• PlantVillage Mobile App Mobile application used by farmers to report pest and disease observations, access crop management advice, and participate in data collection for agricultural research. Aggregates data from farms worldwide to enable collaborative research.
• PV+ (PlantVillage Plus) A separate cooperative offering under the PlantVillage brand providing additional services, with its own website at plantvillageplus.coop.
• eLocust3m Digital reporting tool created for UN FAO to gather data on desert locust occurrence, designed to engage communities with limited locust surveying experience.
• Pest and Diseases Observatory System Research platform for monitoring, predicting, and combating current and emerging threats to crops in a climate-changed world. Used by researchers, government agencies, and agricultural extension officers.
• Locust Map Interactive mapping tool for tracking locust surveys and occurrences, providing real-time visualization of locust data for monitoring and response efforts.
• AI-Driven Diet Tracking App AI-driven diet habit tracking application developed with IFPRI, focused on improving diets of adolescents and ensuring school meals are healthy.

Quantifiable outcome

• 12 million farmers reached with climate-smart agriculture through TAAT program (CGIAR)
• +2 more outcomes

Named customers6 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability9 records

Feature6 records

Partnerships

Five partnerships are on record, tiered core and major.

• UN FAO (Food and Agriculture Organization)coreStrategic or Co-development PartnerPlantVillage at Penn State created the eLocust3m device for UN FAO to help gather data on locust occurrence. A simple reporting tool was created to engage communities with limited locust surveying experience in desert locust monitoring and control.
• IFPRI (International Food Policy Research Institute)majorStrategic or Co-development PartnerPartnership with IFPRI to launch an AI-driven diet habit tracking app focused on improving diets of adolescents and ensuring school meals are healthy.
• FEWS NET (Famine Early Warning Systems Network)majorTechnology or IntegrationPlantVillage supports pastoralists with advanced forecasts from FEWS NET and UN on where they can find vegetation and water, as well as how to treat their animals. Connects vets and pastoralists in rangelands.
• CGIARmajorStrategic or Co-development PartnerCGIAR leads digital agriculture efforts across Africa, deploying AI, blockchain, and IoT technologies. CGIAR's Technologies for African Agricultural Transformation (TAAT) program has delivered climate-smart seeds to 12 million farmers in 27 countries. PlantVillage contributes to this ecosystem with digital soil mapping and AI-powered crop disease detection.
• Penn State UniversitycoreStrategic or Co-development PartnerPlantVillage originated at Penn State (Pennsylvania State University) and maintains its primary operations at this land-grant university. The institution provides research infrastructure, academic credibility, and student involvement in the project.

Scale indicators6 records

Recent moves6 records

Expansion highlights5 records

Emerging players

• One Acre Fund: Non-profit serving smallholder farmers in Sub-Saharan Africa with inputs, training, and market access. Comparable as a mission-driven organization delivering agronomic services at scale to the same end customer.
• Farmerline: Provides AI-based agronomic advisory and market access tools to smallholder farmers in Africa via SMS and voice. Directly comparable last-mile delivery model and smallholder farmer focus.
• aWhere: Agricultural intelligence platform combining weather, satellite, and crop data for decision support. Comparable on the data-driven advisory layer that PlantVillage wraps around its extension officer network.
• Taranis: AI-powered aerial imagery and field intelligence for crop monitoring and threat detection. Comparable on AI-driven pest/disease detection enabled by satellite and aerial sources.

Direct peers

• Plantix: AI-powered crop disease and pest diagnosis app for smallholder farmers globally. Closest direct peer given shared computer-vision disease detection, smartphone-first delivery, and smallholder farmer focus.
• CropX: Precision agriculture platform combining soil sensors, satellite imagery, and AI-driven irrigation and agronomy recommendations. Comparable on integrating satellite, soil, and AI layers to deliver farm-level advice.

Broad incumbents

• CGIAR: Global agricultural research consortium whose TAAT program delivered climate-smart inputs to 12M farmers across 27 countries. Comparable as the larger institutional counterpart driving digital agriculture in the same geographies.
• Climate FieldView (Bayer): Bayer's digital agriculture platform offering AI-driven agronomic recommendations and farm analytics. Overlaps with PlantVillage on AI advisory but serves larger commercial growers and via a paid B2B model.
• International Crops Research Institute for the Semi-Arid Tropics (ICRISAT): CGIAR-affiliated research center developing digital and AI tools for smallholder farmers in semi-arid Africa and Asia. Comparable as a public-good research body overlapping PlantVillage's extension and advisory work.

Others

• AGRA (Alliance for a Green Revolution in Africa): Africa-focused agricultural development organization funding digital extension and smallholder programs. Comparable as a funder/ecosystem participant in the same farmer-facing digital agriculture programs PlantVillage participates in.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks5 records

Key highlights7 records

Customer concentration

• Xx.com/plantvillage
• YouTubeyoutube.com/channel/UCwU3ura8EXmHpQqucO74zzA
• Facebookfacebook.com/PlantVillageAfrica
• LinkedInlinkedin.com/company/plantvillage

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds1 record

Investors2 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 PlantVillage