Full-Stack AI
for an Intelligent Vehicle Experience
Full-Stack AI
Reshaping the Intelligent Vehicle Experience

From underlying software and AI algorithms to agent systems and domain-controller integration, we build full-stack capabilities across the intelligent vehicle lifecycle, helping OEMs deliver differentiated, production-ready intelligent vehicle solutions.From core software and AI algorithms to AI agents and domain-control integration, we build full-stack capabilities across the intelligent vehicle lifecycle. We help OEMs create differentiated intelligent vehicle solutions ready for mass production.

From Underlying Software to Intelligent Experiences
One Integrated Full Stack
From Core Software to Intelligent Experiences
Full-Stack Capabilities, Working as One

Hardware–Software SynergyModular ReuseIntegrated Domain Control

Through deep software-hardware synergy, modular reuse, and integrated domain control, we connect perception, understanding, and execution, reduce integration complexity, and help OEMs create differentiated vehicle models.

Through close hardware–software collaboration, modular reuse and integrated domain control, we connect perception, understanding and execution, reduce integration complexity and help OEMs build differentiated vehicles.

Application Services Layer

Making Intelligence a Tangible Experience

Smart Cockpit · ADAS · Connectivity · OTA

Perception and Decision-Making Layer

From Perceiving the World to Understanding Intent

In-House Developed AI · Third-Party Foundation Models
Harness · MegaClaw

Foundation Layer

One Foundation, Enabling More Innovation

SmartMega® OS+ · SmartMega® Cores
Hardware Platform

AI Development Assistant
AI Dev Assistant · Full Lifecycle

 Throughout the Development Lifecycle

From Understanding Intent to Executing TasksUnderstand · PlanInvoke · Verify

From Understanding Intent to Executing TasksFrom Understanding Intent
to Executing Tasks

Multimodal PerceptionUnderstanding & PlanningCross-Capability Coordination

MegaClaw is our in-house agent operating system. It combines voice, vision and vehicle context, turns natural requests into multi-step tasks, and coordinates vehicle functions, cloud services and third-party applications

MegaClaw is our in-house agent operating system. It combines voice, vision, vehicle state and user preferences to turn natural requests into multi-step tasks. It coordinates vehicle functions, cloud services and third-party applications, then verifies results through execution feedback to create a smart cockpit that better understands its users.

Multimodal perception

Hear what is said

Voice and natural language

See the scene

Vision and surroundings

Understand context

Vehicle state and preferences

MegaClawSmart cockpit coreUnderstand · PlanInvoke · Verify
Cross-capability coordination

Vehicle functions

Navigation · Cabin · Vehicle control

Cloud services

Information · Content

Third-party apps

A broader service ecosystem

Harness Safety · Engineering SupportHarness Safety · Engineering Support

From Capability Modules to Complete Domain-Control Solutions

We combine the capabilities required for each vehicle model, reduce redundant development through reuse, and simplify adaptation through integration.
Every model gets an intelligent solution tailored to its needs.
We combine capabilities to match each vehicle’s positioning, reduce duplicate development through reuse and simplify adaptation through integration. Every vehicle model gets an intelligent solution suited to its needs.

Reusable Capability Modules

A library of modules validated in mass production
Supporting cross-model development and customization

Composable System Solutions

Match functions, platforms and vehicle positioning
Optimize hardware–software collaboration

Integrated Domain Control Delivery

Deeply integrate the full software stack with hardware
Reduce OEM integration and validation costs

Six Core Technology CapabilitiesSix Technology Capabilities

Strong AI AlgorithmsPowered by AI Algorithms

In-house vision, voice, acoustic and natural-language algorithms connect perception and interaction.Our in-house AI algorithms for vision, speech, acoustics and natural-language understanding connect perception with interaction.

Modular Architecture

SmartMega® OS+ and Cores let core capabilities be reused across platforms and vehicles.SmartMega® OS+ and Cores enable core capabilities to be reused across platforms and vehicle models.

High-Efficiency Platform

Hardware and software are tuned together so one SoC can carry more functions.Hardware and software work together to optimize computing and memory, enabling a single SoC to support more functions.

Cross-Domain Integration

Cockpit, ADAS, vehicle control, connectivity and OTA share one architecture.We bring the cockpit, ADAS, vehicle control, connectivity and OTA together in a unified architecture.

MegaClaw Agent System

A closed loop of understanding, planning, invocation and verification turns model capability into vehicle tasks.A closed loop of understanding, planning, invocation and verification turns AI model capabilities into vehicle tasks.

AI Development and Test Tools

AI runs through development. Automated testing and digital management raise test efficiency by about ten times.AI supports the entire development process. Automated testing and digital management improve testing efficiency by roughly tenfold.

Technology Roadmap

We work closely with multiple chip manufacturers,
turning raw chip performance into seamless, human-centered functions that integrate easily into the vehicle.
This ensures our solutions continue to lead automotive innovation and deliver an outstanding experience on every platform.
We work closely with chip manufacturers to turn raw chip performance into seamless, human-centered functions that are easy to integrate into vehicles. This helps our solutions continue to lead automotive innovation and deliver an outstanding user experience on every platform.

Let Full-Stack Capability Become the Advantage of the Next VehicleTurn Full-Stack Capabilities into a Competitive Edge for Your Vehicle

From capability combinations to domain-controller integration, we match an intelligent solution to your vehicle.

From combining capabilities to integrating domain controllers, we tailor intelligent solutions to each vehicle.