Select an industry to see the operational challenges, the Mach products that solve them, and the path to fleet-wide deployment.
Autonomous spraying, harvesting, and field operations across row crop, specialty crop, and orchard acreage.
Autonomous excavators, dozers, ADTs, and wheel loaders for earthmoving, grading, and solar-field construction.
Unmanned ground and surface systems for perimeter security, last-mile resupply, mine clearing, search and rescue, and maritime surveillance
Autonomous haul trucks, drilling rigs, surface miners, and material handling across pits, quarries, and remote mine sites.
COLREGs-compliant unmanned surface vessels for fisheries surveillance, environmental monitoring, hydrographic survey, and port operations.
Autonomous mowing, land clearing, and vegetation maintenance for utility corridors, solar fields, roadside ROW, and turf.
Autonomous forklifts, yard trucks, and AMRs for warehouse, yard, and port material handling operations.
Autonomous spraying, harvesting, and field operations across row crop, specialty crop, and orchard acreage.
Mach transforms harvesting logistics through fully autonomous crop haulage machinery.
Our technology autonomously pairs multiple machines with harvesters for loading, dynamically dispatching vehicles without manual intervention.
Real-time fleet management via an intuitive tablet-based interface ensures seamless coordination of equipment movements—minimizing downtime and maximizing harvest efficiency.
Mach partnered with GUSS Automation to revolutionize precision spraying in orchards and vineyards, addressing challenges like labor shortages, tight operating spaces, and unreliable GNSS signals beneath dense canopies.
Leveraging advanced Lidar-based navigation, intuitive mapping interfaces, and seamless vehicle integration, Mach enabled GUSS’s autonomous sprayers to navigate challenging orchard environments without GNSS dependency.
With hundreds of autonomous sprayers deployed across more than 2 million acres, growers have achieved increased yield and crop quality, reduced chemical usage and operational costs by up to 35%, and enhanced sustainability through targeted spraying practices.
Mach’s autonomous solutions extend to livestock management, automating feeding processes in dairies and feed yards. Using Mach Perception’s advanced stereo vision and radar, our systems enable autonomous feed delivery vehicles to navigate barn or yard environments, detect obstacles like animals or equipment, and distribute precise amounts of feed based on real-time data from Mach Ops.
For dairies, this ensures consistent feeding schedules that improve milk production, while in feed yards, it optimizes feed distribution to enhance cattle growth rates.
This reduces labor demands and minimizes feed waste, addressing the high labor costs and inefficiencies often faced in livestock operations.
For row crops like corn, soybeans, and wheat, Mach enables autonomous tractors and implements to perform precision planting, spraying, and harvesting.
Mach Command ensures centimeter-level accuracy in planting patterns, while Mach Perception’s sensor fusion (combining stereo vision, radar, and Lidar) allows for real-time obstacle detection and row-following in challenging field conditions.
Mach Ops provides fleet coordination, enabling multiple machines to work together seamlessly, reducing overlap and improving efficiency.
This results in higher yields and lower input costs, addressing the labor shortages and resource constraints common in large-scale row crop farming.
Mach’s technology supports specialty crop growers, such as those producing tomatoes, lettuce, and other high-value crops, by enabling autonomous harvesting and weeding.
Mach Perception uses advanced computer vision to identify ripe produce—like tomatoes or lettuce heads—and guide robotic arms for gentle, precise picking, minimizing damage to delicate crops. For weeding, RadX Phased Array Radar penetrates dense foliage to detect weeds, enabling targeted removal without chemicals.
This reduces labor needs and supports sustainable practices, critical for specialty crop markets facing high labor costs and consumer demand for organic produce.
Mach enhances precision agriculture with implement automation for rate and section control, optimizing the application of seeds, fertilizers, and pesticides.
Mach Command integrates with smart implements to adjust application rates in real-time based on soil conditions, detected via Mach Perception’s sensors.
Section control ensures inputs are applied only where needed, reducing waste and environmental impact.
For example, in variable-rate seeding, Mach’s technology adjusts seed density based on soil fertility maps, improving yields while conserving resources—a key benefit for farmers aiming to balance productivity with sustainability.
Mach’s technology can be adapted for vertical farming and indoor agriculture, where precision and automation are critical.
Mach Perception’s sensors monitor environmental factors like light, humidity, and nutrient levels, enabling autonomous systems to adjust conditions for optimal plant growth.
Mach Command powers robotic arms for planting, tending, and harvesting in stacked systems, while Mach Nexus ensures seamless machine-to-machine communication in controlled environments.
This is ideal for urban farms growing leafy greens, herbs, or microgreens, where labor costs are high and space is limited.
For agroforestry systems and perennial crops like coffee, cocoa, or nut trees, Mach offers autonomous solutions for monitoring, maintenance, and harvesting.
Mach Perception’s sensors, including RadX radar, penetrate dense canopies to assess tree health, detect pests, or identify ripe fruit.
Autonomous vehicles equipped with Mach Command can navigate uneven terrain, performing tasks like pruning or targeted spraying.
Mach Ops enables long-term data collection to optimize intercropping strategies, supporting biodiversity and sustainability in agroforestry systems.
Mach’s RadX radar technology provides unparalleled visibility in challenging conditions. Unlike traditional sensors limited by dust, fog, or vegetation cover, RadX penetrates environmental obstacles to deliver accurate crop mass measurements, header height control, yield estimations, and vine cordon detection.
This ensures optimal harvesting performance even in adverse conditions, enhancing the precision of automated implements across all agricultural applications.
// Ready to scope Agriculture integration?
Autonomous excavators, dozers, ADTs, and wheel loaders for earthmoving, grading, and solar-field construction.
Automate precise transportation and placement of solar panels and structural components through advanced autonomous navigation and obstacle detection.
Enhance safety and productivity by reducing manual
labor requirements and minimizing operator exposure in
challenging site conditions.
Optimize solar site operations with real-time fleet coordi-nation, remote monitoring, and teleoperation capabilities via Mach Ops.
Enable precise excavation and trenching operations through advanced stereo vision and Phased Array Radar imaging using Mach Perception and RadX.
Automate repetitive digging tasks to reduce operator fatigue and increase productivity.
Real-time fleet monitoring ensures efficient coordination across multiple excavators.
Fully remote tele-operation ensures the best operators can always get the job done.
Implement automated grading and earthmoving tasks with centimeter-level accuracy using GNSS positioning combined with Mach’s sensor fusion technology.
Enhance safety through real-time obstacle detection, mitigating collision risks on busy job sites.
Optimize dozer efficiency by automating repetitive tasks like slot dozing and ripping.
Provide reliable autonomous hauling operations through precise point-to-point navigation and dynamic path planning.
Integrate obstacle avoidance systems to safely navigate complex site environments.
Centralized fleet management enables seamless coordination of multiple ADTs for maximum productivity.
Automate material handling tasks with precise bucket control and load placement accuracy.
Leverage Mach Perception for safe operation in congested or low-visibility environments.
Improve operational efficiency by minimizing idle time through coordinated task management.
Enable remote supervision and teleoperation capabilities with Mach Ops cloud-based platform.
Allow operators to manage multiple autonomous and non-autonomous machines simultaneously from a centralized location without requiring LTE connectivity.
Provide real-time data analytics for informed decision -making and optimized resource allocation.
// Ready to scope Construction integration?
Unmanned ground and surface systems for perimeter security, last-mile resupply, mine clearing, search and rescue, and maritime surveillance.
Mach has developed autonomous UGVs that enhance force protection by conducting continuous perimeter monitoring in high-threat areas.
These systems leverage advanced radar, stereo vision, and sensor fusion to detect obstacles and potential intrusions in real time, providing 360-degree situational awareness.
Designed for rapid deployment, our solutions have been utilized in remote and austere environments—similar to those seen in military bases—where UGVs autonomously patrol pre-set routes or follow dynamic paths, reducing the need for human exposure to risk while maintaining operational readiness.
Mach has developed autonomous UGVs that enhance force protection by conducting continuous perimeter monitoring in high-threat areas.
These systems leverage advanced radar, stereo vision, and sensor fusion to detect obstacles and potential intrusions in real time, providing 360-degree situational awareness.
Designed for rapid deployment, our solutions have been utilized in remote and austere environments—similar to those seen in military bases—where UGVs autonomously patrol pre-set routes or follow dynamic paths, reducing the need for human exposure to risk while maintaining operational readiness.
Mach’s autonomy solutions integrate precision navigation and perception systems into UGVs designed for mine-clearing and other high-risk tasks.
By combining radar and vision-based obstacle detection with terrain mapping, our technology allows vehicles to safely navigate hazardous areas, identify threats, and execute demining operations with minimal human intervention.
This reduces exposure of personnel to danger while improving mission efficiency.
We equip UAVs and UGVs with machine vision and radar systems to support SAR operations in challenging environments.
These platforms can locate and retrieve personnel in areas with limited visibility or GPS access, using teleoperation for precise C2 when needed.
Mach’s solutions have been adapted to operate in austere conditions, providing real-time data to operators and enabling rapid response to time-sensitive missions.
Mach’s leader-follower technology allows fleets of UGVs and UAVs to execute synchronized missions, such as convoy operations or area coverage tasks.
Integrated with our cloud-based fleet management platform, Mach Ops, operators gain real-time visibility into vehicle status, mission progress, and environmental conditions.
This capability has been applied in scenarios requiring distributed operations, ensuring seamless coordination across multiple platforms in dynamic battlefield settings.
Enabling USVs for threat detection and surveying allows for detailed mapping and data collection in coastal and open-water environments, supporting naval operations, environmental monitoring, and infrastructure planning and boundary enforcement.
Equipped with advanced navigation and perception systems, our autonomous vessels operate independently or in coordinated fleets,delivering precise bathymetric data.
Mach also can enable complete COLREG compliant autonomous navigation for international waterways.
// Ready to scope Defense integration?
Autonomous haul trucks, drilling rigs, surface miners, and material handling across pits, quarries, and remote mine sites.
Enable precise point-to-point navigation for critical tasks such as loading, hauling, dumping, and staging.
Integrate obstacle detection systems using Lidar, radar, and stereo vision to ensure safe operation in low-visibility conditions.
Centralized fleet management via Mach Ops allows operators to monitor and coordinate multiple trucks simultaneously for maximum throughput.
Automate drilling operations with high-precision GNSS positioning combined with Mach’s sensor fusion technology.
Enhance operational safety by integrating proximity detection systems to avoid collisions with personnel or equipment.
Enable remote teleoperation for drilling in hazardous or hard-to-reach areas.
Provide fully autonomous control of surface miners for efficient material extraction and terrain leveling.
Utilize advanced terrain mapping and real-time obstacle avoidance to ensure consistent performance in challenging environments.
Reduce operator fatigue and improve productivity by automating repetitive mining tasks.
Automate loading and unloading operations with precise implement control and dynamic path planning.
Improve efficiency in stockpile management through coordinated fleet operations and real-time monitoring via Mach Ops.
Enhance safety by integrating human detection transponders and geofencing capabilities to minimize risks on-site.
// Ready to scope Mining integration?
COLREGs-compliant unmanned surface vessels for fisheries surveillance, environmental monitoring, hydrographic survey, and port operations.
Enable fully autonomous navigation and collision avoidance using COLREGs-compliant algorithms and advanced sensor fusion technologies.
Support mission-critical tasks such as reconnaissance, interdiction, and threat monitoring with dynamic path planning and payload control..
Over-the-horizon remote management ensures seamless operation across vast distances via satellite communication systems like Starlink.
Automate long-duration missions to monitor illegal, unreported, and unregulated (IUU) fishing activities using radar, AIS (Automatic Identification System), and thermal imaging technologies.
Provide real-time data transmission to centralized command centers for vessel tracking and enforcement coordination.
Deploy optionally crewed vessels capable of high-speed interdiction to intercept illegal fishing boats in nearshore or offshore environments.
Conduct autonomous fish stock assessments using high-resolution sonar systems optimized for species-specific data collection.
Enable precise environmental surveys with multi-beam echosounders and advanced terrain mapping technologies
Provide seamless integration with cloud-based platforms for centralized data management and post-processing by fisheries scientists.
Automate precise data collection for seabed mapping, dredging operations, and environmental monitoring using high-resolution echosounders and multi-sensor integration..
Improve endurance and operational efficiency with long-duration autonomous missions supported by Mach Nexus connectivity.
If you’re an OEM seeking advanced autonomy solutions for maritime applications such as USVs, fisheries surveillance vessels, environmental monitoring platforms, hydrographic survey vessels, or port operation systems—Mach is your trusted partner.
From initial integration to deployment support and continuous optimization, we ensure your success at every stage. Contact us today to discover how Mach can elevate your maritime machinery through state-of-the-art autonomy technology.
Streamline port logistics with autonomous tugboats capable of precise docking and undocking maneuvers.
Enable automated cargo handling systems to reduce turnaround times and improve operational efficiency.
Provide centralized fleet management via Mach Ops for real-time monitoring and coordination of multiple vessels.
// Ready to scope Maritime integration?
Autonomous mowing, land clearing, and vegetation maintenance for utility corridors, solar fields, roadside ROW, and turf.
Automate precise mowing operations with advanced stereo vision and radar-based obstacle detection for safe navigation around obstacles and uneven terrain.
Reduce labor costs and operator fatigue through fully autonomous mowing patterns optimized for efficiency and minimal overlap.
Real-time fleet monitoring ensures coordinated operations across multiple autonomous mowers.
Enable autonomous operation of forestry machinery with precise navigation through challenging environments with limited GNSS signal by using advanced sensor fusion and machine vision.
Enhance safety with real-time obstacle detection and avoidance capabilities.
Reduce maintenance, and equipment damage by using Mach’s RadX™ sensor to identify debris and obstructions buried within heavy vegetation.
Optimize productivity by automating repetitive clearing tasks and providing remote teleoperation capabilities.
Autonomously manage mowing across large and complex solar sites using advanced path planning and multi-vehicle coordinated navigation.
Maintain optimal solar panel efficiency by ensuring consistent vegetation control and collecting custom site data without damaging sensitive infrastructure.
Reduce operational costs through smaller equipment footprints, lower maintenance requirements, and minimal labor inputs.
Fully autonomous solutions for maintaining transportation corridors, utility easements, pipelines, and rail lines through precise path planning and obstacle avoidance.
Improve safety and reduce liability by minimizing operator exposure to hazardous conditions such as steep slopes, traffic or hidden obstructions and hazards.
Reduce risk and machine damage by providing visualization of obstacles and hazards buried in deep vegetation.
Maximize productivity through coordinated fleet management,job mapping and real-time monitoring of any equipment.
Deliver precision autonomous mowing solutions specifically tailored for golf course fairways and greens,ensuring consistent cut quality and height with minimal overlap and perfectly striped patterns.
Enable quiet, electric-powered autonomous operation to reduce environmental impact and operational costs.
Ensure safe operation through muli-sensor fused obstacle detection and classification.
Provide comprehensive fleet management tools including remote monitoring, scheduling flexibility,including remote monitoring, scheduling flexibility, automated reporting, and real-time analytics via Mach Ops.
// Ready to scope Landcare integration?
Autonomous forklifts, yard trucks, and AMRs for warehouse, yard, and port material handling operations.
Automate material transport, inventory management, and order picking with advanced AI-powered navigation systems.
Navigate congested warehouse environments with visual based perception, avoiding obstacles while optimizing routes for maximum efficiency.
Operate continuously without breaks, reducing downtime and increasing throughput.
Enable precise trailer positioning and movement within freight yards using dynamic path planning and reinforcement learning techniques.
Automate coupling and uncoupling of trailers with robotic manipulators capable of connecting airlines and electric lines.
Improve yard flow by operating 24/7 without fatigue, increasing throughput by up to 30%.
Streamline container handling operations with autonomous yard trucks capable of navigating busy port environments.
Enhance efficiency in ship-to-shore operations using AI-powered equipment integrated with port management systems.
Optimize cargo movement through continuous operation, reducing turnaround times and minimizing human intervention.
Deploy AMRs for flexible material outdoor handling, automating tasks such as goods-to-person picking, replenishment, and internal deliveries.
Integrate seamlessly with Warehouse Management Systems (WMS) to enable real-time decision-making and adaptive route planning.
Reduce operational costs while increasing accuracy and speed in high-demand environments.
Leverage IoT connectivity for predictive maintenance,real-time monitoring, and improved equipment uptime.
Enable data-driven decision-making through centralized dashboards that provide actionable insights into logistics operations.
Enhance safety with geofencing capabilities that restrict equipment operation to designated areas.
// Ready to scope Logistics integration?
Vehicles Commercialized
Across agriculture, construction, defense, mining, maritime, landcare, and logistics & material handling.
Driverless Miles
Logged in commercial operation, not test tracks.
Countries
Active deployments spanning six continents of operating conditions.
Years in Production
Real machines, real customers, real environments — over a decade.
Tell us about your platform, your operating environment, and your industry. A Mach engineer will scope the integration and send you the full technical brief.
Talk to a Mach engineer about platform integration, sensing, connectivity, and autonomy architecture for your machine.
Evaluating autonomy for a specific industry or fleet program? Let's scope the integration for your use case.
See how Command, Nexus, Perception, Ops, and RadX work together as a unified OEM integration platform.
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