Intelligent Mobility

Intelligent MobilityBreak Free from HardwareLock-In with Intelligent Mobility

Turn Your Existing Industrial Vehicles Into
Autonomous Assets,
Without Replacing The Fleet.

Scaling autonomous operations stalls when proprietary software forces multi-million dollar fleet replacements or code rewrites for every chassis. RoshAi's Intelligent Mobility architecture eliminates these integration bottlenecks by decoupling intelligence from the machine.

By bringing together Drive-by-Wire (DBW) physical actuation, AutoOS autonomous intelligence, Tools for Autonomy Development, and Fleet Orchestration into a unified autonomy architecture, we enable heterogeneous fleets to develop, validate, and operate as coordinated, 24/7 autonomous assets across complex industrial environments.

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RoshAI Autonomous Vehicles

The Universal Autonomous Layer:
One Architecture.
Four Intelligence Layers.

Autonomy should not require a new vehicle for every deployment. RoshAi's Intelligent Mobility decouples the autonomy stack from the underlying machine— bringing together physical actuation, onboard intelligence, engineering toolchains, and centralized fleet control within a single software and control architecture.
The Physical Actuation Layer

The Physical Actuation Layer

Drive-By-Wire

The Physical Actuation Layer

Translates autonomous decisions into deterministic vehicle movement through electronic control of steering, throttle, and braking.

Designed to interface directly with vehicle systems through CAN bus and electromechanical actuation, with dual-channel redundant braking control for safety critical operations.

The Engineering & Validation Layer

The Engineering & Validation Layer

Tools for Autonomy Development

The Engineering & Validation Layer

Accelerates autonomy pipelines from synthetic edge cases to physical hardware. Combines modular autonomy SDKs, scalable simulation frameworks, and Hardware

in-the-Loop (HIL) environments to let engineering teams stress-test perception, calibrate sensor payloads, and validate code before deployment.

The Central Operations Layer

The Central Operations Layer

Fleet Orchestration

The Central Operations Layer

Coordinates autonomous vehicles across the operating environment.

Fleet Orchestration integrates with Terminal Operating Systems (TOS) and facility dispatch engines to enable dynamic route optimization, multi-vehicle dispatch, autonomous dock and charging coordination, and real-time remote supervision over 5G/LTE networks.

The Autonomous Intelligence Layer

The Autonomous Intelligence Layer

Autonomy SDKs & Core Libraries

The Autonomous Intelligence Layer

Standardized APIs and pre-built modules for perception fusion, localization, and trajectory planning across stock and custom middleware.

Key Features

Designed to Integrate Without Rebuilding Everything

Chassis & Powertrain Agnostic

Installs across mixed fleets, driving identical performance on conventional diesel (ICE) engines and next-generation electric (EV) architectures.

Standard Industrial Interfacing

Direct out-of-the-box communication with CAN bus, automotive Ethernet, and standard serial industrial protocols.

Dynamic Yard Routing

Central orchestration automatically manages multi vehicle dispatch, intersection traffic flow, and autonomous dock/charging sequencing.

Dual-Channel Safety Redundancy

Safety-critical control architecture with dual-channel redundancy designed to maintain deterministic emergency stopping in the event of electrical connectivity or power loss.

Simulation & Hardware-in-the-loop (HIL)

High-fidelity virtual testbenches and bench platforms enabling safe testing of sensor degradation, ECU behaviors, and edge cases before vehicle deployment.

Real-Time Diagnostics & Telematics

Scrutinize live machine health metrics to detect mechanical fatigue patterns before they cause unscheduled downtime.

Autonomous transformation shouldn't mean replacing the machines, infrastructure, and systems already powering your operation. Intelligent Mobility is engineered to work across mixed fleets, existing vehicle architectures, and industrial environments— reducing integration complexity while preserving the ability to scale.

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Benefits

Change the Machine
Without Starting Over

Eliminate the need to purchase entirely new autonomous vehicles by retrofitting your existing fleet.

Work with any vehicle manufacturer and maintain the freedom to upgrade components independently.

Faster time to market with pre-engineered, modular autonomy stacks ready for integration.

Designed for industrial environments, ensuring reliable performance in harsh conditions.

Keep operations moving around the clock with autonomous systems that don't need breaks.

Zero Fleet Turnover CAPEXEliminate Vendor Lock-InCompressed Development & Deployment CyclesHardened Operational RobustnessContinuous 24/7 Velocity

Industries Powered by
Intelligent Mobility

Mining

Mining

Autonomy for Heavy Off-Road Operations

Self-driving transporters to haul your multi-ton payloads with heavy duty electro-mechanical actuators, dynamic path-planning algorithms, and vision systems that see through blinding pit dust or GPS-denying off-road conditions.

Learn more about Mining solutions

Seaports

Seaports

Deterministic Control for Terminal Operations

Automate terminal tractors and straddle carriers to operate in high-density, mixed-traffic environments with centimeter-level precision.

Learn more about Seaport solutions

Aviation

Aviation

Streamlined Ground Support Autonomy

Deploy autonomous baggage tractors, passenger shuttles, and aircraft tugs that operate reliably alongside dynamic apron traffic and strict airport safety protocols.

Learn more about Aviation solutions

Automotive

Automotive

Accelerating Next-Gen Vehicle Platforms

Integrate robust Drive-by-Wire systems into test vehicles and pre-production platforms to rapidly advance SDV development.

Learn more about Automotive solutions

Ready to Modernize Your Fleet
with Intelligent Mobility?

Evaluate how our vehicle-agnostic AutoOS, Drive-by-Wire kits, developer toolchains, and Fleet Orchestration tools integrate into your existing fleet architecture.

Schedule an Intelligent Mobility Technical Consultation