Leaf Agriculture
Leaf Agriculture operates a unified farm data API that standardizes and connects agricultural machine, weather, satellite, and irrigation data from major OEMs into a single schema for agribusiness customers including input providers, retailers, food processors, and crop insurers.
- Company typePrivate
- Founded2021
- HeadquartersLos Angeles, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Leaf Agriculture does
Leaf Agriculture operates a unified farm data API platform that connects, standardizes, and normalizes agricultural data from disparate OEM equipment brands, weather providers, satellite imagery sources, irrigation systems, and farm management software into a single analysis-ready schema. The platform is organized around three components: Leaf Connect (OEM connectivity and grower data sharing via Magic Links and embeddable widgets), LeafLake (a spatial data lake built on Wherobots infrastructure that supports SQL queries and machine learning workflows), and Performance Analytics (dashboards and AI-powered insights for commercial teams). It serves seed, chemical, biological, ag retail, food processing, and crop insurance companies, and processes data covering more than 20% of global crop acres annually across integrations with John Deere, CNHi, Climate FieldView, Trimble, AgLeader, Stara, CLAAS, Raven Slingshot, Lindsay FieldNET, Valley Irrigation, Sentera, Planet, and Sentinel-2, among others.
The company monetizes through a hybrid model combining subscription fees with usage-based charges tied to spatially unique acres processed per Leaf user. Distribution is exclusively direct enterprise sales; engagements typically begin as paid pilots scoped to a single outcome and convert into multi-year contracts, with a delivery team from Leaf's product, analytics, and engineering functions working alongside the customer throughout implementation. Named enterprise customers include Bayer, Syngenta, BASF, Climate FieldView, GROWMARK, Pivot Bio, Hudson Insurance Group, Farmers Edge, Traction Ag, and Beck's, with quantified outcomes ranging from 50%+ cloud cost reduction (Farmers Edge) to 97% faster grower onboarding (Hudson Crop) and 200% more field trials (Pivot Bio). The company operates with a remote-first model of 11–50 employees, is headquartered in New York, and is incorporated in Delaware as Leaf International Corporation.
Founded in 2018 with seed-stage activity beginning in 2022, Leaf has raised over $29.3 million across disclosed rounds: a $5M seed led by S2G Ventures (March 2022), an $11.3M Series A led by Spero Ventures (July 2024), and a $13M Series B co-led by Leaps by Bayer and strategic investors (June 2026). The platform is Ag Data Transparent certified for data governance and supports AI agent integration through a Model Context Protocol (MCP) server that allows AI agents to query the same standardized farm data under the same grower consent and audit trail as human users.
Leaf Agriculture firmographics
Firmographics- Name
- Leaf Agriculture
- Legal name
- Leaf International Corporation
- Website
- https://withleaf.io
- Company type
- Private
- Founded year
- 2021
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Leaf Agriculture operates a unified farm data API that standardizes and connects agricultural machine, weather, satellite, and irrigation data from major OEMs into a single schema for agribusiness customers including input providers, retailers, food processors, and crop insurers.
- Ownership category
- akta.pro rank
Leaf Agriculture industry classification
Industry- Product category
- Agricultural Data Infrastructure / Farm Data API
- NAICS
- Support Activities for Crop Production (11511), Farm Management Services (115116)
- SIC
- Agricultural Services (700)
- akta.pro primary industry
- Interoperability & Data Connectivity Services (API/ETL, ISOXML/AgGateway, Equipment Data Sync) (AFACACAL)
- akta.pro secondary industries
- Farm Data Management & Decision Support Services (FMIS Setup, Data Integration, Analytics) (AFACACAC), Field Mapping, GIS & Remote Sensing Analytics (AFAAAFAB), Remote Sensing & Imagery Analytics (Satellite, Drone, Aerial) (AFABAMAB)
Keywords
Where Leaf Agriculture is headquartered
LocationHeadquarters
- HQ city
- Los Angeles
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Leaf Agriculture business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Infrastructure, Marketing or Sales, Operations
Revenue model
- SaaS API Subscription: Subscription-based SaaS model with fees for API access and services. Fees are set forth in Order Documents and payable in advance. Usage-based pricing tracked on spatially unique acres processed per Leaf user.
- Usage-Based Processing: Usage is based on spatially unique acres processed per Leaf user. Charges occur when Leaf successfully processes data (pulls a file, creates a boundary, processes an image). Product IDs track UNIFIED_AREA, FIELDS_BOUNDARY, OPERATIONS_FILE, OPERATIONS_OPERATION, SATELLITE_PROCESS_PLANET, and SATELLITE_PROCESS_SENTINEL.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Hybrid | Annual | Enterprise SaaS with usage-based components |
Go-to-market motion2 records
Distribution channels1 record
Marketing channels8 records
Leaf Agriculture product offering
Product offeringCore offering
Leaf Agriculture provides a unified farm data API and data infrastructure platform that connects, standardizes, and normalizes farm and machine data from major agricultural equipment OEMs (John Deere, CNHi, Trimble, AgLeader, Climate FieldView, Raven Slingshot, Stara, CLAAS), weather providers, satellite imagery services (Sentinel-2, Planet, Sentera), irrigation systems, and product databases into a single standardized schema. It delivers this through three platform components—Connect (OEM connections, Magic Links, file uploads), LeafLake (data lake and SQL analytics), and Performance Analytics (dashboards and AI insights)—and sells subscriptions plus usage-based access to agribusiness customers.
Product overview
Leaf Agriculture offers a unified data and intelligence platform for agribusiness with three core platform components: Connect (OEM data connections), LeafLake (data standardization and analytics), and Performance Analytics (dashboards and AI insights). The platform integrates with over a dozen OEM equipment brands and data providers to aggregate and standardize farm and machine data into analysis-ready formats. Additional capabilities include irrigation data APIs, prescription upload services, remote sensing imagery, weather data from multiple global models, and AI agent integration via MCP server. The platform serves seed, chem, biological, retail, food, and crop insurance companies. Notable Beta features include Input Validator for product matching, Layers for imagery, Prescriptions for prescription map uploads, Assets for equipment management, and Operations Planning for field operation scheduling.
Differentiator
Problem solved
Functional benefit
Brands
- LeafLake: A data analysis product for agronomic data that enables customers to perform SQL queries across planted, applied, harvested, and environmental data. It addresses the 'data gravity' problem by offering scalable, secure, and cost-efficient data storage with native query and analysis tools.
- Performance Analytics
Products and services
- Leaf Connect Connectivity layer of Leaf's platform that handles OEM connections, Magic Links, and file uploads. Maintains connections to equipment brands and grower systems as each provider's API and formats change, and provides widgets, sharing, and support tools that make managing grower connections easy.
- LeafLake A data lake and analytics product that standardizes, stores, and enables querying of farm and machine data. Built on spatial intelligence lakehouse technology (Wherobots), it allows analysis of diverse agricultural datasets through SQL queries and supports machine learning and business intelligence use cases, eliminating the need for third-party infrastructure.
- Performance Analytics Dashboards and AI-powered analytics platform for commercial teams, providing insights during and after the growing season to drive action on product performance, commercial planning, and claims settlement.
- Leaf API RESTful API providing access to standardized farm and machine data including fields, operations, machine files, weather, satellite imagery, irrigation, prescriptions, and billing. Supports OAuth authentication and is publicly documented at docs.withleaf.io.
Quantifiable outcome
- 200% more field trials for Pivot Bio
- +5 more outcomes
Companies that use Leaf Agriculture
Customer profileNamed customers11 records
Segments5 records
Ideal customer profiles5 records
Leaf Agriculture technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration24 records
AI capability8 records
Feature15 records
Leaf Agriculture partnerships and signals
Strategic signalPartnerships
19 partnerships are on record, tiered core.
- WherobotscoreStrategic partnership to modernize geospatial data tools. Leaf Agriculture uses Wherobots' spatial intelligence lakehouse to build products like LeafLake, enabling organizations to process petabyte-scale geospatial datasets.
- FeltcoreStrategic partnership to integrate Felt's collaborative mapping platform with Leaf's data infrastructure. Leaf Agriculture uses both platforms together, building interactive maps through Felt's collaborative mapping platform.
- John DeerecoreMajor OEM equipment provider. Leaf connects to John Deere Operations Center to pull machine data, field operations, equipment records, prescriptions, and credentials for thousands of growers.
- Climate FieldView (Bayer)coreFarm management platform integrated with Leaf. Climate FieldView credentials connect to Leaf for machine data, prescriptions, and layers. Leaf also sends prescriptions and RGB layers to Climate FieldView.
- CNHi (AFS Connect)coreOEM equipment provider integrated with Leaf. Supports machine data, field operations, prescriptions, and equipment records from CNHi equipment through AFS Connect.
- TrimblecoreOEM equipment provider integrated with Leaf. Supports machine data, field operations, prescriptions, equipment records, and operator data from Trimble equipment.
- AgLeadercoreOEM equipment provider integrated with Leaf. Supports machine data, field operations, and prescription uploads from AgLeader equipment.
- Lindsay (FieldNET)coreIrrigation equipment provider. Leaf connects to Lindsay FieldNET to pull irrigation equipment data, as-applied irrigation records, and field-level irrigation summaries.
- Valley IrrigationcoreIrrigation equipment provider integrated with Leaf for irrigation equipment data, as-applied irrigation records, and field-level irrigation summaries.
- SenteracoreRemote sensing imagery provider. Leaf syncs available imagery layers (tassel count, stand count, NDVI, RGB) from Sentera automatically when credentials are connected.
- Planet (Satellite Imagery)coreSatellite imagery provider. Leaf delivers PlanetScope satellite imagery through its unified API, offering high-frequency field monitoring.
- Sentinel-2 (ESA)coreEuropean Space Agency satellite program. Leaf delivers Sentinel-2 satellite imagery through its unified API for crop monitoring and field analysis.
- Raven SlingshotcorePrecision agriculture platform integrated with Leaf for prescription uploads and listing existing prescriptions through the Leaf API.
- StaracoreOEM equipment provider integrated with Leaf for machine data and field operations from Stara equipment.
- AgvancecoreFarm management software provider integrated with Leaf for data connectivity and synchronization.
- PanoramacoreAgricultural technology provider integrated with Leaf for data connectivity and synchronization.
- CLAAScoreOEM equipment provider integrated with Leaf for machine data and field operations from CLAAS equipment.
- AgriancoreProduct label database provider for Input Validator API. Leaf uses Agrian's database to match and validate agricultural products against standardized records.
- CDMScoreProduct label database provider for Input Validator API. Leaf uses CDMS's database to match and validate agricultural products against standardized records.
Scale indicators5 records
Recent moves6 records
Expansion highlights6 records
Leaf Agriculture competitors and assessment
Company assessmentEmerging players
- Agremo: Imagery analytics API for agriculture, offering stand count, weed detection, and field health analytics. Adjacent to Leaf's Layers API in delivering standardized imagery-derived analytics to agtech platforms.
- Taranis: AI-powered crop intelligence platform combining aerial imagery and field-level analytics for ag retailers and input providers. Comparable in delivering AI insights on field operations to enterprise ag buyers.
- Intelinair: Aerial imagery analytics platform (AGMRI) providing field-level scouting and performance insights to ag retailers and growers. Adjacent in imagery-driven ag analytics for enterprise buyers.
Direct peers
- Granular (Corteva): Corteva-owned farm management software platform for growers and agronomists. Comparable in operating layer (farm data + analytics) but skewed toward grower-direct rather than enterprise agribusiness.
- Climate FieldView (Bayer): Bayer-owned digital ag platform that ingests OEM and farm data and offers analytics, prescriptions, and AI tools to growers and agribusiness. Most directly comparable to Leaf in target buyer (input providers, retailers) and product surface, and is simultaneously a Leaf customer.
- Conservis: Farm management and ag data platform serving row-crop operations and ag retailers with operational and financial recordkeeping. Comparable in connecting grower records to enterprise decision-making.
- Bushel: Grain and ag retail data infrastructure platform providing API-based connectivity between elevators, growers, and agribusiness. Closest peer in pure 'ag data API' positioning and target customer segments (grain, retail, food).
- Farmers Edge: Public Canadian digital ag platform offering farm data ingestion, field analytics, and AI tools to growers and agribusiness. A Leaf customer that competes in adjacent layers of the ag data stack.
- Agrian / TELUS Agriculture: Telus-owned agronomic data platform providing product label databases, agronomy, and compliance tools. Overlaps with Leaf's Input Validator and ag retail product data use cases.
Broad incumbents
- Trimble Ag: Established precision agriculture hardware and software incumbent whose Trimble Ag Software and CenterPoint data services overlap with Leaf's equipment-data integration scope, but as part of a much broader portfolio.
Market position
Strengths4 records
Weaknesses4 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
Leaf Agriculture social profiles
Digital presenceLeaf Agriculture compliance and trust
Trust signalCompliance1 record
Leaf Agriculture financial estimates
Financial estimateRevenue estimate
Valuation estimate
Leaf Agriculture leadership team
Management profileNumber of profiles
Profiles6 records
Leaf Agriculture funding detail
Funding detailFunding overview
Funding rounds6 records
Investors9 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Leaf Agriculture M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Leaf Agriculture
What does Leaf Agriculture do?
Leaf Agriculture provides a unified farm data API and data infrastructure platform that connects, standardizes, and normalizes farm and machine data from major agricultural equipment OEMs (John Deere, CNHi, Trimble, AgLeader, Climate FieldView, Raven Slingshot, Stara, CLAAS), weather providers, satellite imagery services (Sentinel-2, Planet, Sentera), irrigation systems, and product databases into a single standardized schema. It delivers this through three platform components—Connect (OEM connections, Magic Links, file uploads), LeafLake (data lake and SQL analytics), and Performance Analytics (dashboards and AI insights)—and sells subscriptions plus usage-based access to agribusiness customers.
Is Leaf Agriculture a public or private company?
Leaf Agriculture is a private company. It is classified as venture growth investor backed and is currently operating.
When was Leaf Agriculture founded?
Leaf Agriculture was founded in 2021. It employs 11 to 50 people.
Where is Leaf Agriculture based?
Leaf Agriculture is headquartered in Los Angeles, United States, in the North America region.
How does Leaf Agriculture make money?
Two revenue lines are on record. SaaS API Subscription is the primary driver. The others are usage-Based Processing.
Who are Leaf Agriculture's main competitors?
Emerging players on record are Agremo, Taranis and Intelinair. Direct peers are Granular (Corteva), Climate FieldView (Bayer), Conservis, Bushel, Farmers Edge and Agrian / TELUS Agriculture. Trimble Ag is listed as a broad incumbent.
Does Leaf Agriculture have an API?
Yes. Leaf provides a REST API for accessing standardized farm and machine data. The API supports OAuth authentication and provides endpoints for fields, operations, machine files, weather, satellite imagery, irrigation, prescriptions, and billing. The API is publicly documented at docs.withleaf.io with comprehensive reference documentation. An MCP (Model Context Protocol) server is available at mcp.withleaf.io for AI coding assistants like Cursor and Claude Code to query farm data. Developer documentation is at docs.withleaf.io.
What industry is Leaf Agriculture in?
Leaf Agriculture's product category is Agricultural Data Infrastructure / Farm Data API. Its primary akta.pro industry code is AFACACAL, Interoperability & Data Connectivity Services (API/ETL, ISOXML/AgGateway, Equipment Data Sync), with a secondary code of AFACACAC, Farm Data Management & Decision Support Services (FMIS Setup, Data Integration, Analytics). Its NAICS code is 11511 and its SIC code is 700.