MACH PLATFORM

The autonomy stack
that ships with
your machine.

Mach provides off-highway OEMs with a complete autonomy platform—from perception and radar sensing to connectivity, fleet operations, and operator control—designed for factory integration at scale.

Explore the Platform →
260 +
Autonomous Vehicles
500 +
Driverless Miles
30 +
Vehicle Platforms
10 +
Countries
10 +
Years
// Not a Product. A Platform.
Complete
Autonomy Stack

Five integrated systems covering every layer of off-highway autonomy—sensing, connectivity, fleet operations, and operator control—engineered to work together from the ground up.

// Factory Integration
Built For
OEM Programs

Every Mach component is designed to integrate at the factory level. CAN, Ethernet, and M2M interfaces built to the same mechanical and electrical standards your program already demands.

// Modular Architecture
Adopt One Layer
Or All Five

Start with what you need. Add layers as your autonomy program matures. Each system delivers standalone value and additional leverage when deployed as part of the complete platform.

Platform Architecture

The complete autonomy stack. Every layer connected.

From the machine's sensors to the operator's screen—each layer purpose-built, every interface defined. Click any layer to explore the full product.

Control
Pilot
Operator Command & Control
Mobile operator interface for real-time machine command, monitoring, and intervention—in the cab or in the field.
Mobile Interface Manual Override Field Control
Explore Pilot →
Operate
Ops
Mission Control & Fleet Operations
Cloud-based mission planning, fleet monitoring, path planning, and operational intelligence for autonomous machine programs at scale.
Mission Planning Fleet Monitoring Cloud Portal
Explore Ops →
Connect
Nexus
Connectivity & Telematics Gateway
Simultaneous LTE, Wi-Fi, and sub-GHz M2M mesh in a single MIL-STD-810 gateway. OTA updates, real-time telemetry, and fleet communications.
LTE + Wi-Fi + M2M IP67 / MIL-810 OTA Ready
Explore Nexus →
Process
Command
Vehicle Autonomy Computer
Onboard mission computer that executes autonomous behavior—processing sensor input, running path logic, and commanding the vehicle in real time.
Onboard Processing Path Execution Vehicle Control
Explore Command →
Sense
Perception
Vision & Edge AI
Camera-based obstacle detection and classification at the edge.
Camera AI Edge Inference
Explore →
Sense
RadX
Radar Detection
All-weather radar obstacle sensing for autonomous operation.
77 GHz Radar All-Weather
Explore →
OEM Machine Platform
Mach connects sensing, connectivity, operations software, and operator control into the machine architecture.
Active Layer
Integration Interface
OEM Platform
// Click any layer to explore the product
One Platform. Six Systems.

Every layer of autonomy. Purpose-built for OEM integration.

01
Perception
Vision &
Edge AI

Camera-based perception with edge inference for real-time obstacle detection and classification. Designed for harsh off-highway environments where reliability is non-negotiable.

Camera AI Edge Inference Obstacle Detection
Explore Perception →
02
RADX
Radar
Sensing

All-weather radar obstacle detection that sees through dust, rain, and low light conditions where cameras fail. The sensing layer that makes autonomy reliable at the edge of operational limits.

Radar All-Weather Obstacle Avoidance
Explore RadX →
03
Nexus
Connectivity
Gateway

LTE, Wi-Fi, and sub-GHz M2M mesh in a single MIL-STD-810 gateway. The connectivity infrastructure that keeps your autonomous fleet visible, updated, and coordinated across any operating environment.

LTE + Wi-Fi M2M Mesh OTA Updates
Explore Nexus →
04
Command
Vehicle
Autonomy Computer

The onboard mission computer that processes sensor data and executes autonomous machine behavior in real time—without cloud dependency. Built for factory integration on any off-highway platform.

Onboard AI Path Execution Vehicle Control
Explore Command →
05
Ops
Mission Planning & Fleet Operations

Cloud-based platform for mission planning, fleet monitoring, path management, and operational analytics. The intelligence layer that turns individual autonomous machines into a coordinated operational program—visible, controllable, and scalable.

Mission Planning Fleet Monitoring Path Planning Cloud Portal
Explore Ops →
06
Pilot
Operator
Control

Mobile command and control for machine operators. Real-time status, manual override, and field intervention from a purpose-built interface designed for use in demanding operating environments.

Mobile Interface Command & Control Manual Override
Explore Pilot →
How Mach Works

One architecture from sensing to operation.

Information flows through the platform in a single continuous loop—from the sensors on the machine to the operator's screen and back. Each layer adds intelligence, connectivity, and control.

//01
Sense
Perception + RadX

Cameras and radar detect the machine's environment. Edge AI classifies obstacles in real time without cloud dependency

//02
Connect
Nexus

Machine telemetry, status, and sensor data move through the connectivity gateway across LTE, Wi-Fi, and sub-GHz mesh simultaneously.

//03
Process
Command

The onboard autonomy computer executes path logic and vehicle control in real time—without cloud dependency. Autonomy works even when connectivity drops.

//04
Plan
Ops

Mission parameters, path plans, and operational instructions are built and deployed from the cloud. Fleet-wide configuration updates in real time.

//05
Operate
Ops

Live fleet monitoring, performance data, and operational analytics give program managers complete visibility across every machine in the field.

//06
Control
Pilot

Operators command, monitor, and intervene from a mobile interface. Every machine in the fleet stays under human control when it matters.

 

The Mach platform isn’t a collection of separate tools. It’s a single information architecture designed so every layer feeds the next—sensor data informs connectivity, connectivity enables operations, operations inform the operator.

OEMs can enter the platform at any layer and expand over time. Each component delivers standalone value, and each additional layer multiplies the capability of everything already deployed.

// Data Flow
Sense
Camera + Radar obstacle data
Perception & RadX
↓
Connect
Telemetry & fleet comms
Nexus Gateway
↓
Plan
Mission & path parameters
Ops Platform
↓
Operate
Fleet monitoring & analytics
Ops Platform
↓
Control
Operator command & intervention
Pilot Interface
Why OEMs Choose Mach

Outcomes that ship with every integration.

Commercially Proven

260+ autonomous vehicles across 10+ countries and 500,000+ driverless miles. The Mach platform has been validated at real scale in real operating environments.

Factory Integration Ready

Every component is engineered to install at the factory, not the field. Standard CAN, Ethernet, and mechanical interfaces that fit your existing production line.

Modular Architecture

Adopt one layer or all five. Each system delivers immediate value and compounds with every additional layer deployed. Start where your program needs it most.

Built for Harsh Environments

MIL-STD-810 ratings, IP67 sealing, and extended temperature ranges across every hardware component. Designed for the machine, not the test bench.

Single Vendor Simplicity

One engineering relationship for every layer of the autonomy stack. Fewer integration risks, fewer points of failure, and a single technical team accountable for the whole program.

Scalable Across Platforms

The same architecture deployed across 30+ different vehicle platforms. OEMs with multiple machine types don't need multiple autonomy programs—Mach scales with your portfolio.

Industries

One platform. Every application.

The Mach platform is deployed across more industries than any other off-highway autonomy stack—because its architecture is designed for integration flexibility, not a single use case.

Agriculture

Autonomous sprayers, row crop platforms, and precision ag fleets operating across large areas with variable connectivity.

Construction

Equipment on active sites with partial cellular coverage, demanding real-time awareness and fleet coordination.

Vegetation Mgmt

Utility corridor and right-of-way maintenance in GPS-degraded and remote operating environments.

Mining

Haul and extraction operations in remote sites with limited infrastructure and demanding 24-hour operational requirements.

Defense

Logistics, resupply, and support operations in austere and contested environments requiring mission-critical reliability.

Maritime

Port equipment and waterway-adjacent operations requiring connectivity and sensing in high-humidity environments.

Industrial Fleets

Large-scale autonomous fleet programs across industrial sites requiring centralized visibility and OTA management.

// Your Industry
Off-Highway
OEM
Start Where You Need

Adopt one layer—or the complete platform.

Every Mach product delivers immediate standalone value. Every additional layer compounds your autonomy program. Start with what you need today.

// Need perception?
Perception + Radx

Camera and radar sensing working together for robust obstacle detection that performs in the conditions where vision alone fails—dust, rain, and low light.

Start with Sensing →
// Need connectivity?
Nexus Gateway

Factory-integrated LTE, Wi-Fi, and sub-GHz mesh connectivity for fleet visibility, OTA updates, and machine-to-machine coordination across your existing fleet.

Start with Nexus →
// Need onboard autonomy processing?
Command Computer

The vehicle-mounted autonomy computer that executes autonomous behavior in real time. Works standalone or as part of the complete Mach stack.

Start with Command →
// Need fleet operations software?
Ops Platform

Mission planning, path management, fleet monitoring, and operational analytics in a cloud platform built for the operational demands of real autonomous machine programs.

Start with Ops →
// Need operator control?
Pilot Interface

Mobile command and control that keeps operators connected to every machine in the field—status, commands, and intervention capability in a purpose-built interface.

Start with Pilot →
// Need a complete autonomy stack?
The Complete Platform

All five systems working together as a single integrated platform. From the sensors on the machine to the operator's screen—one engineering relationship, one integration, one autonomy program.

Schedule Engineering Briefing →
Start the Conversation

Ready to build autonomous
machines?

Tell us about your platform, your operating environment, and your autonomy program. A Mach engineer will scope the integration and send you the full platform brief.

OEM Integration

Schedule Engineering Briefing

Talk to a Mach engineer about the complete autonomy stack, modular adoption paths, and factory integration for your platform.

Platform Evaluation

Discuss Your Autonomy Program

Evaluating autonomy infrastructure for an OEM program? Let's scope which Mach layers fit your current development stage.

Product Detail

Explore Individual Products

See the full specs for Perception, RadX, Nexus, Ops, and Pilot—each product page has the complete technical brief.

View All Products
www.mach.io (301) 447-0120 info@mach.io