In-house Technology
Global leaders in autonomy and high-fidelity data solutions
Patented Technology
Perceptive Navigation®
- 12 patents, 3 pending, 2 provisional
- Exhaustive and defensible portfolio of IP for robotic navigation
- Enables autonomous robotics operations in GPS denied areas
- Methods for a mobile system to perceive and navigate using features detected by onboard sensors

- Methods for collecting, labeling, and presenting the sensor data used for the navigation model
Soil Sensing
- 4 patents, 2 pending
- Exhaustive and defensible portfolio of IP for more accurate soil moisture sensing (magnetic sensor)

- Enables accurate irrigation, ensuring plants remain healthy during growing season
Agronomy & Irrigation
- 3 patents, 2 pending

- Defensible IP optimizing irrigation, saving resources while improving plant health
IoT Systems
- 1 patent, 1 pending

- Novel IoT systems enabling real time and reliable data collection in harsh conditions
Robotics Technologies
We've patented a novel method for a mobile robotic system to perceive and navigate in an environment using only features detected by onboard sensors. This is accomplished using a world model consisting of geocoded and semantically labeled features.
Patented technology that navigates the world intuitively, like a human. Our solution uses on-board AI and feature-based navigation, eliminating the need for connectivity during a mission.
Instead of relying solely on GPS, Perceptive Navigation® leverages advanced AI and on-board sensors to sense and interact with the environment, much like a skilled human operator. This groundbreaking approach eliminates the need for continuous GPS signal and empowers vehicles to operate autonomously with precision and adaptability.
How we excel over our competitors:
- No GPS or RTK infrastructure
- No antennas
- No surveys
- No fixed waypoints
- No internet connection
- No pre-routing
Features of Perceptive Navigation® technology:
- Accuracy within 2 cm in GPS-denied locations (under tree canopies, dense vineyards, hillsides, mountainous terrain, adjacent to building structures)
- Vehicles use edge computation, not requiring internet connectivity
- Feature-based perception adapts to changing growth and conditions
- Avoids obstacles and reroutes dynamically to complete missions
- Integration with Mission Control software
- Adaptable for quick integration onto tractors, rovers, RTVs, drones, and implements
Implement Control: Perceptive Navigation® will revolutionize traditional and smart implements, eliminating the need for GPS, and simplifying integration with mission planning and fleet management. Our Perceptive Implement API will provide needed adaptability, allowing smart implements to issue vehicle navigation commands.
Have an idea? Reach out - it may already be in development.
Cloud-based software platform for fleets, teams, missions, and mission data management with built-in AI/ML based analytics.
Take full command over your fleet. Mission Control enables users to manage their teams, fleets, missions, and critical data - all on a fully integrated cloud-based platform. Users can do everything from plan, execute, and manage their missions to storing, managing, and analyzing the data post-mission.
Function & Components
Mission Planning and Management:
- Create models/maps and specify flight paths
- View data in VR and create actionable information
- Store and access imagery and reports
- Plan both 2-D and 3-D mission with intuitive, easy-to-use visual planning tools
- Team and Fleet Management
Manage & Track Vehicles and Operators:
- Vehicles
- Components
- Operators
- Software updates
- Data Management
Precision Data Localization:
- Virtual 3-D reporting
- Advanced Data Analytics
Machine-learning analytics:
- Custom trained analytics models
- Automated defect and anomaly detection
- Advanced analytics management and reporting
Adaptability in design and engineering for application engineering, including new or existing product lines, retrofits, implements, data platforms, and market-specific autonomy use cases.
Technology, tailor-made. You can plug us into your existing systems in a variety of ways.
Our platform was designed from the outset to be a complete solution for growers while offering OEMs the ability to quickly add autonomy to new and existing product lines integrated through a comprehensive set of APIs. We offer Perceptive Navigation™ engineering, design, and integration services for any off-highway vehicle, drone, and implement manufacturers.
We include engineering support for new product lines AND Perceptive Navigation™ kits for retrofits through a comprehensive set of APIs into existing platforms.
Perceptive Navigation™ will run on ANY platform. Period. Perceptive Navigation™ always includes our data platform, regardless of the platform or market vertical.
Have you already invested in user software and mobile applications? No problem. Our data platform was designed from the ground up to be easily integrated with your existing software.
We offer flexible options for:
- Application engineering
- New vehicle platforms
- Retrofit kits
- Data platform
- Market-specific autonomy use cases (construction, infrastructure, industrial, mining, etc.)
- Manufacturer Training
- Design (for future vehicle lines)
- Engineering support
- Dealer training
- Sales
- Parts
- Service
Combining our in-field grower solutions and autonomy stack, our unified UI empowers OEM partners to deliver a complete autonomous farm solution to growers.
We're merging technologies to create a unified platform, integrating our grower-facing FarmMap software with Mission Control. We'll connect growers to actionable in-field data through a single sign-on, while maintaining full feature set and diverse use cases.
With our unified platform, growers can monitor, manage, control, and automate all aspects of their operations.
- Diverse In-field data and imagery drives a rich, real-time data set
- Data analyzed and visualized into actionable insights with powerful AI/ML engines and predictive algorithms
- Actionable recommendations presented to conserve resources, increase productivity, and promote crop yield
- Automation of labor-intensive tasks, irrigation, and vehicles
Our unified data platform includes:
Data Collection
- imaging
- fleet data
- Operator/Pilot Management
- in-field sensing
- soil moisture
- water pressure & flow
- weather
- crop health
Data Management & Analysis
- multi-variable irrigation monitoring & control
- anomaly detection
- crop stress
- growth analysis
- soil percolation
- frost prediction
- yield prediction
- irrigation uniformity
Data Visualization
- 3D soil moisture maps
- 3D path planning
- split pane imagery overlays
- plant-level imagery analysis
Planning & Recommendations
- fleet management
- scheduling
- mission planning
- AI/ML-based recommendations
Task Execution and Automation
- task execution
- irrigation
- scouting
- spraying
- mowing
- autonomy enabled by Perceptive Navigation
- edge computing
Perceptive Navigation™
Patented technology that navigates the world intuitively, like a human. Our solution uses on-board AI and feature-based navigation, eliminating the need for connectivity during a mission.
Instead of relying solely on GPS, Perceptive Navigation™ leverages advanced AI and on-board sensors to sense and interact with the environment, much like a skilled human operator. This groundbreaking approach eliminates the need for continuous GPS signal and empowers vehicles to operate autonomously with precision and adaptability.
How we excel over our competitors:
- No GPS or RTK infrastructure
- No antennas
- No surveys
- No fixed waypoints
- No internet connection
- No pre-routing
Features of Perceptive Navigation™ technology:
- Accuracy within 2 cm in GPS-deneid locations (under tree canopies, dense vineyards, hillsides, mountainous terrain, adjacent to building structures)
- Vehicles use edge computation, not requiring internet connectivity
- Feature-based perception adapts to changing growth and conditions
- Avoids obstacles and reroutes dynamically to complete missions
- Integration with Mission Control software
- Adaptable for quick integration onto tractors, rovers, RTVs, drones, and implements
Implement Control: Perceptive Navigation™ will revolutionize traditional and smart implements, eliminating the need for GPS, and simplifying integration with mission planning and fleet management. Our Perceptive Implement API will provide needed adaptability, allowing smart implements to issue vehicle navigation commands.
Have an idea?
Reach out - it may already be in development.
Mission Control
Cloud-based software platform for fleets, teams, missions, and mission data management with built-in AI/ML based analytics.
Take full command over your fleet. Mission Control enables users to manage their teams, fleets, missions, and critical data - all on a fully integrated cloud-based platform. Users can do everything from plan, execute, and manage their missions to storing, managing, and analyzing the data post-mission.
Function & Components
Mission Planning and Management:
- Create models/maps and specify flight paths
- View data in VR and create actionable information
- Store and access imagery and reports
- Plan both 2-D and 3-D mission with intuitive, easy-to-use visual planning tools
- Team and Fleet Management
Manage and Track Vehicles and Operators:
- Vehicles
- Components
- Operators
- Software updates
- Data Management
Precision Data Localization:
- Virtual 3-D reporting
- Advanced Data Analytics
Machine-Learning Analytics:
- Custom trained analytics models
- Automated defect and anomaly detection
- Advanced analytics management and reporting
Open/Simple Integration
Adaptability in design and engineering for application engineering, including new or existing product lines, retrofits, implements, data platforms, and market-specific autonomy use cases.
Technology, tailor-made. You can plug us into your existing systems in a variety of ways.
We offer vertically-integrated, bespoke autonomy solutions for both hardware and software, designed for growers and OEMs. We include engineering support for new product lines AND Perceptive Navigation™ kits for retrofits through a comprehensive set of APIs into existing platforms.
Our platform was designed from the outset to be a complete solution for growers while offering OEMs the ability to quickly add autonomy to new and existing product lines integrated through a comprehensive set of APIs. We offer Perceptive Navigation™ engineering, design, and integration services for any: off-highway vehicle, drone, and implement manufacturers.
Perceptive Navigation™ will run on ANY platform. Period. Perceptive Navigation™ always includes our data platform, regardless of the platform or market vertical.
Have you already invested in user software and mobile applications? No problem. Our data platform was designed from the ground up to be easily integrated with your existing software.
We offer flexible options for:
- Application engineering
- New vehicle platforms
- Retrofit kits
- Data platform
- Market-specific autonomy use cases (construction, infrastructure, industrial, mining, etc.)
- Manufacturer Training
- Design (for future vehicle lines)
- Engineering support
- Dealer training
- Sales
- Parts
- Service
In-Field/Crop Management Technologies
Our data runs deep, with industry-leading rich data sets.
Next Generation Soil Moisture Sensing
We've created the most innovative soil moisture probe on the market, the Osmo.
Using proprietary sensing technology, the Osmo thrives in all types of soil, and accurately provides real-time data through our mobile app.
Osmo Top Features:
- Volumetric sensing up to 48 cubic feet (143x more than any other sensor)
- Vertical flux (percolation) measurement
- Accurate in all soil types, including clay, sand, and loam
- Greater sensing volume and more accurate than a neutron probe
- Low cost, low power, and modular
- Easy to install and less maintenance
Adaptable Block-level and Micro-block Control
FarmX is the only company to offer sub-block level irrigation control.
With integrated pump and VFD control, high reliability, battery-free operation, fault detection, and weatherproofing, our control is the best on the market.
We support three valve types:
- Hydraulic valves with our own pilot valve for large valve switching
- Solenoid valves with support for common 9v and 12v solenoids
- Dual valves enable by drip line control - many per acre, micro-block support
FarmX has done something no one else has been able to do in the industry.
- senior crop advisor for multiple growers
