Agrology
Agrology is a U.S.-based predictive agriculture platform that delivers continuous ground-truth soil carbon, N₂O, and microclimate monitoring via proprietary sensor hardware (Arbiter Carbon, Arbiter Chamber, Sentinel) and ML-powered analytics, sold as an annual subscription to vineyards, produce growers, CPG brands, and researchers pursuing regenerative farming and carbon-market MRV.
- Company typePrivate
- Founded2019
- HeadquartersAlexandria, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Agrology does
Agrology is a U.S.-based predictive agriculture platform that provides continuous, ground-truth soil health, carbon flux, and microclimate monitoring for regenerative and conventional farming operations. The company builds three integrated hardware products — Arbiter Carbon (continuous Net Ecosystem Exchange and soil-carbon flux measurement validated against eddy covariance towers at R² of 0.78), Arbiter Chamber (autonomous field chambers measuring CO₂ respiration, microbial activity, and N₂O emissions at 15-minute to 1-hour intervals), and Sentinel (predictive alerts for heat stress, drought, smoke taint, frost, and disease pressure via air, canopy, and soil sensors) — alongside a cloud platform, a Grower Portal, an iOS mobile application, and a natural-language "Agrology AI" interface. Proprietary ML models trained on multi-season sensor data generate predictive alerts and are continuously retrained against held-out and out-of-sample ground-truth data, with third-party scientific validation from Lawrence Berkeley National Lab and UC Davis.
Agrology sells through an annual subscription that bundles proprietary sensor hardware, installation, replacement, real-time monitoring, and platform access — a model positioned as approximately 10x more affordable than traditional eddy covariance towers with 15-minute installation. The go-to-market is enterprise field sales targeting vineyards and wineries (O'Neill Vintners, Duckhorn Portfolio, Bonterra Organic Estates, Joseph Phelps Vineyards, Robert Hall Winery), large produce growers (Taylor Farms, Bowles Farming, Braga Fresh Family Farms), CPG and ingredient companies (Olam Food Ingredients), and institutional investors and researchers (Nuveen, Texas A&M). The company was founded in 2019 as a Virginia Public Benefit Corporation, is headquartered in Alexandria, VA with operations in Sonoma, CA, and has raised disclosed seed and grant funding of approximately $8M from Active Impact Investments, Harvest Returns, the National Science Foundation (Phase IIB and prior), and as a partner in the USDA Partnerships for Climate-Smart Commodities (~$5M consortium award).
Agrology firmographics
Firmographics- Name
- Agrology
- Legal name
- Agrology
- Website
- https://agrology.ag
- Company type
- Private
- Founded year
- 2019
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Agrology is a U.S.-based predictive agriculture platform that delivers continuous ground-truth soil carbon, N₂O, and microclimate monitoring via proprietary sensor hardware (Arbiter Carbon, Arbiter Chamber, Sentinel) and ML-powered analytics, sold as an annual subscription to vineyards, produce growers, CPG brands, and researchers pursuing regenerative farming and carbon-market MRV.
- Ownership category
- akta.pro rank
Agrology industry classification
Industry- Product category
- Precision Agriculture / Agricultural Technology
- akta.pro primary industry
- Pest/Disease/Weed Detection & Forecasting Analytics (AFABAMAI)
- akta.pro secondary industries
- Remote Sensing & Imagery Analytics (Satellite, Drone, Aerial) (AFABAMAB), In-Field Sensor Hardware (Soil Moisture/Nutrient, Weather, Canopy Sensors) (AFABAMAA), Farm Management Information Systems (FMIS) & Digital Recordkeeping (AFABAMAD)
Keywords
Where Agrology is headquartered
LocationHeadquarters
- HQ city
- Alexandria
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
Agrology business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Operations, Marketing or Sales, Supply Chain
Revenue model
- Annual Subscription (Hardware + Software): Agrology offers an annual subscription model that includes proprietary sensor hardware, installation, replacement, real-time monitoring, and secure access via mobile app and desktop Grower Portal. The subscription can be paid annually or monthly. Hardware is included as part of the service rather than sold separately.
- NEE Measurement System Beta Program: Beta program for select U.S. researchers to support refinement and deployment of the NEE Measurement System, continuing throughout 2025.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Annual Subscription with hardware included |
Go-to-market motion2 records
Distribution channels3 records
Marketing channels7 records
Agrology product offering
Product offeringCore offering
Agrology sells an annual subscription predictive agriculture platform that combines proprietary in-field sensor hardware (Arbiter Carbon, Arbiter Chamber, Sentinel) with machine learning analytics delivered through a mobile app and web Grower Portal. Subscribers receive continuous real-time measurements of soil carbon flux, Net Ecosystem Exchange, CO₂ and N₂O emissions, soil moisture, and microclimate conditions, along with ML-driven alerts for heat, drought, frost, smoke taint, and disease pressure to support regenerative farming decisions.
Product overview
Agrology is a Predictive Agriculture platform consisting of three integrated hardware products (Arbiter Carbon, Arbiter Chamber, and Sentinel) supported by a unified cloud platform and mobile application. Arbiter Carbon provides continuous Net Ecosystem Exchange (NEE) and soil-carbon flux measurement. Arbiter Chamber delivers autonomous real-time soil health measurement via CO₂, N₂O, and microbial activity monitoring. Sentinel provides predictive microclimate and threat monitoring for heat, drought, smoke taint, frost, and disease. All three products feed data into the central Agrology Platform, which delivers real-time monitoring, predictive analytics, and AI-powered natural language querying via the Grower Portal and mobile app. Founded in 2019 as a Public Benefit Corporation, the company focuses on ground-truth soil and carbon intelligence for regenerative agriculture.
Differentiator
Problem solved
Functional benefit
Products and services
- Arbiter Carbon Monitoring System Continuous Net Ecosystem Exchange (NEE) and soil-carbon flux measurement system for commercial farms and carbon projects. Validated against eddy covariance towers (R² of 0.78 across six U.S. sites), measures NEE, soil carbon flux, soil nitrous oxide flux, normalized soil respiration, canopy and ground-level CO₂ concentration, and environmental context including air temperature, humidity, VPD, soil moisture, and soil temperature.
- Arbiter Chamber Autonomous field chamber that measures CO₂ respiration, microbial activity, and N₂O emissions continuously at configurable 15-minute to 1-hour intervals. Designed for regenerative agriculture trials, carbon projects, and scientific research; GPS-tagged per device with data uploaded to Agrology Cloud and available via CSV/JSON export and API access.
- Sentinel Climate Monitoring Predictive microclimate and threat monitoring system delivering hyper-local predictions for heat stress, drought, smoke taint risk, frost, wind, and disease pressure via multi-parameter soil probes, canopy sensors, and irrigation-line sensors with automated early warnings delivered through the Grower Portal and mobile app.
- In-Field Nitrous Oxide (N₂O) Flux Sensor First real-time, in-field nitrous oxide (N₂O) flux sensor for agriculture, enabling scalable measurement of N₂O and other GHG emissions at commercial farm scale to support greenhouse gas accounting and regenerative practice verification.
- Agrology Platform (Grower Portal and Mobile App) Unified cloud platform and mobile app that integrates Arbiter Carbon, Arbiter Chamber, and Sentinel data streams into a single dashboard, delivering continuous ground-truth measurements, predictive analytics, real-time alerts, Block-Level Vintage Reports, data export, and AI-powered natural-language querying via Agrology AI.
Quantifiable outcome
- R² of 0.78 against eddy covariance towers across six validation sites
- +5 more outcomes
Companies that use Agrology
Customer profileNamed customers11 records
Segments8 records
Ideal customer profiles4 records
Agrology technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration1 record
AI capability6 records
Feature5 records
Agrology partnerships and signals
Strategic signalPartnerships
Seven partnerships are on record, tiered minor and core.
- Napa GreenminorCollaboration on regenerative agriculture certifications. Napa Green implementing plans to phase out glyphosate across accredited vineyards.
- Lawrence Berkeley National LaboratorycoreCollaboration with Dr. Michael Schuppenhauer, renowned expert in greenhouse gas measurement and Lawrence Berkeley National Lab affiliate. Dr. Schuppenhauer serves as Principal Investigator for validation studies and provides external validation of Agrology's measurement technology.
- UC Davis College of Agriculture and Environmental SciencescoreExtended partnership with Dr. Anita Oberholster's team to understand smoke risk thresholds in vineyards. UC Davis uses Agrology sensors to monitor and measure volatile organic compounds (VOCs) and volatile phenol concentrations for smoke taint research.
- Napa Resource Conservation District (RCD)minorJoint webinar on soil carbon measurement strategies and carbon planning for growers, hosted with Miguel Garcia, PhD.
- Google CloudcoreAgrology leverages Google Cloud and TensorFlow for monitoring crops and receiving predictions on irrigation, extreme weather, soil carbon respiration and sequestration, pest and disease outbreaks. The partnership enables scalable cloud infrastructure for processing agricultural sensor data.
- Process2WinecoreStrategic partnership integrating Agrology ground-truth data into Process2Wine's vineyard management SaaS platform. Enables predictions up to 4-days out and real-time data appearing in Process2Wine app for irrigation, pest/disease pressure, microclimate threats, and smoke taint management.
- Virginia Tech College of Agriculture and Life SciencesminorStrategic research partnership supporting Agrology's predictive agriculture technology development.
Scale indicators6 records
Recent moves9 records
Expansion highlights6 records
Agrology competitors and assessment
Company assessmentMarket position
Weaknesses5 records
Competitive moat5 records
Customer concentration
Agrology social profiles
Digital presenceAgrology financial estimates
Financial estimateRevenue estimate
Valuation estimate
Agrology leadership team
Management profileNumber of profiles
Profiles8 records
Agrology funding detail
Funding detailFunding overview
Funding rounds9 records
Investors10 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Agrology 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 Agrology
What does Agrology do?
Agrology sells an annual subscription predictive agriculture platform that combines proprietary in-field sensor hardware (Arbiter Carbon, Arbiter Chamber, Sentinel) with machine learning analytics delivered through a mobile app and web Grower Portal. Subscribers receive continuous real-time measurements of soil carbon flux, Net Ecosystem Exchange, CO₂ and N₂O emissions, soil moisture, and microclimate conditions, along with ML-driven alerts for heat, drought, frost, smoke taint, and disease pressure to support regenerative farming decisions.
Is Agrology a public or private company?
Agrology is a private company. It is classified as venture growth investor backed and is currently operating.
When was Agrology founded?
Agrology was founded in 2019. It employs 11 to 50 people.
Where is Agrology based?
Agrology is headquartered in Alexandria, United States, in the North America region.
How does Agrology make money?
Two revenue lines are on record. Annual Subscription (Hardware + Software) is the primary driver. The others are NEE Measurement System Beta Program.
Does Agrology have an API?
Yes. The Agrology platform offers API access for data export. The Arbiter Chamber product page mentions 'CSV/JSON export or API access' as a data delivery method. The Grower Portal enables data export and report generation. The model-updates page references exposing model version information in API responses and exports as an active development area, suggesting API functionality exists but formal documentation is limited.
What industry is Agrology in?
Agrology's product category is Precision Agriculture / Agricultural Technology. Its primary akta.pro industry code is AFABAMAI, Pest/Disease/Weed Detection & Forecasting Analytics, with a secondary code of AFABAMAB, Remote Sensing & Imagery Analytics (Satellite, Drone, Aerial).