The Intelligence Layer
Mach doesn't just build ruggedized hardware — we build the software that turns any drive-by-wire vehicle into an autonomous machine. It runs entirely at the edge.
Hardware-Agnostic Autonomy
Deploy our intelligence layer on any compatible drive-by-wire platform.
Edge-First Decision Making
Real-time navigation and obstacle avoidance happen locally. No cloud latency.
Cross-Industry Proven
Same core software navigates orchards, solar fields, and tactical environments.
Autonomous Navigation
A complete autonomy platform — portable, licensable, and independent of any specific compute hardware. This is the software that makes a vehicle drive itself.
Dynamic Path Planning
Calculates optimal paths in real time based on mission parameters, boundaries, no-go zones, and live sensor data. Recalculates instantly when conditions change.
Multi-Mode Operation
Deploy incrementally: Autonomous Driving, Leader-Follow formation, Breadcrumb Recording, Manual Override, and Remote Monitoring.
GPS-Denied Navigation
Fuses data from IMU, wheel odometry, vision-based localization, and LiDAR feature detection to maintain accurate positioning when satellite signals drop.
Computer Vision
The software that gives machines situational awareness. Hardware-agnostic algorithms processing data from cameras, radar, and LiDAR.
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Obstacle Detection & Classification
Neural network-based detection distinguishes between a person (immediate shutdown) and a bush (navigate around) in real time.
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Sensor Fusion
Fuses stereo cameras, LiDAR, and radar into a unified world model. Compensates for individual sensor weaknesses.
Safety Systems
Software that ensures the machine always reaches a safe state. Built with three independent safety layers.
Sensor Fusion Obstacle Map
Aggregates detections into a unified map. The vehicle stops and waits for obstacles to clear, then resumes automatically.
Virtual Bumper
Continuously projects the vehicle's trajectory forward. Modulates speed based on time-to-collision, stopping before contact.
Person Detection Shutdown
Dedicated layer monitoring for human presence. Disengages implements and requires manual operator acknowledgment before resuming.
Mission Control
The command center for your autonomous operations. Scalable backend infrastructure for fleet-wide management.
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Multi-Machine Supervision
Plan operational boundaries, monitor live position and sensor health, and execute multi-machine operations from a single interface.
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Over-The-Air Updates
Manage software versions, deploy new perception models, and push critical security patches instantly across the fleet.
Mesh Networking
Resilient communications in disconnected environments.
Infrastructure-Free Comms
Direct machine-to-machine communication without relying on cellular towers or external Wi-Fi networks.
Self-Healing Network
Automatically routes critical data like E-Stop signals and situational awareness through the most stable connections across the fleet.
Why Mach Software
260+
Vehicles Deployed
30+
Unique Platforms
6
Industries Served
Edge-First Architecture
Every safety-critical decision happens on the machine. No cloud latency.
Open Architecture
Run Mach's neural networks or your own. Integrate via standard protocols.
Functional Safety by Design
ISO 25119 compliant. Three independent safety layers. Production-validated.
Ready to Add Intelligence to Your Machines?
Whether you're building your first autonomous prototype or scaling a production fleet, Mach's software platform meets you where you are.