AI-Native Product Engineering for Software-Defined Vehicles

Transform Customer Features into Production Vehicle Software and ECU Platforms

SDVsolution connects AI Platform, Engineering Knowledge Graph, AI Agents, AI Software Factory, and ECU Platform Engineering to help OEMs deliver software-defined vehicles faster.

AI Platform Knowledge Graph AI Agents Software Factory ECU Platform
Customer Feature Engineering Knowledge Graph AI Platform AI Agents + AI Factories AI Software Factory Cockpit • Controls • ADAS • Cloud ECU Platform Engineering Production Vehicle
Reference Architecture

One AI Engineering System. Complete SDV Lifecycle.

SDVsolution connects the AI Platform, Engineering Knowledge Graph, AI Agents, AI Software Factory, and ECU Platform Engineering into one enterprise engineering system.

AI Platform

The foundation for AI-native SDV engineering workflows.

Knowledge Graph

The engineering intelligence layer connecting every artifact.

AI Agents

Specialized engineering agents that support the complete lifecycle.

SDVsolution

AI-native product engineering platform that transforms customer features into production vehicle software and supplier-ready ECU platforms.

Digital Thread AI Factories OEM V-Model

AI Software Factory

Cockpit, vehicle controls, ADAS, cloud, OTA, and diagnostics software.

ECU Platform Engineering

Supplier-ready ECU packages, architecture, diagnostics, validation, and integration.

Production Vehicle

Validated software and platforms ready for launch and continuous improvement.

OEM Digital Thread

Customer Feature to Production Vehicle

SDVsolution connects the left side and right side of the OEM V-Model through the Engineering Knowledge Graph and Digital Thread.

Customer Features
Requirements
System & ECU Architecture
ECU Platform Definition
Engineering
Knowledge Graph
Production Vehicle
Fleet Learning
OTA Release Readiness
Verification & Validation
Software & ECU Integration
AI Platform Knowledge Graph Digital Thread AI Agents Software Factory ECU Platform
OEM Executive Dashboard

Live Visibility Across the SDV Engineering Lifecycle

Track readiness, traceability, validation, safety, cybersecurity, OTA, and fleet learning across the complete software-defined vehicle program.

Program Intelligence

A real-time executive view connecting AI Engineering, software delivery, ECU platform readiness, validation, OTA, and fleet feedback.

Traceability Readiness Validation Fleet Learning
Requirements Traceability
98%
Architecture Coverage
95%
Software Readiness
92%
ECU Readiness
93%
Safety Readiness
GREEN
Cybersecurity Readiness
GREEN
OTA Readiness
READY
Fleet Learning
ACTIVE
AI Platform + Knowledge Graph

Engineering Intelligence for AI Agents and AI Factories

The SDVsolution AI Platform and Engineering Knowledge Graph give AI Agents context, memory, traceability, and reasoning across the complete OEM engineering lifecycle.

AI Platform

Coordinates agents, factories, workflows, digital thread, toolchain connections, and engineering automation.

Knowledge Graph

Connects features, requirements, architecture, ECU platforms, software, validation, safety, cybersecurity, and fleet feedback.

AI Agents

Generate, validate, connect, and improve engineering outputs across the complete SDV lifecycle.

AI Software Factory

Full-Stack Vehicle Software Delivery

Transform customer features into cockpit software, vehicle controls, ADAS software, cloud services, OTA platforms, diagnostics, and connected vehicle capabilities.

Cockpit

Android, IVI, cluster, audio, navigation, connectivity, and user experience.

Vehicle Controls

Body controls, powertrain controls, thermal controls, energy management, chassis, and gateway functions.

ADAS

Perception support, localization, planning, controls, driver monitoring, simulation, and validation.

Cloud

OTA, diagnostics, APIs, fleet analytics, connected services, mobile apps, and fleet learning.

ECU Platform Engineering

Supplier-Ready ECU Platform Definition

Create complete ECU platform packages for Tier-1 suppliers and OEM integration teams, including architecture, interfaces, diagnostics, networking, safety, cybersecurity, validation, and release readiness.

Requirements
Architecture
ECU Definition
Interfaces
Diagnostics
Supplier Package
Validation
Integration
AI Engineering Factories

Industrialized Engineering for the Complete SDV Lifecycle

SDVsolution transforms customer features into production vehicle software and ECU platforms through 11 specialized AI Engineering Factories connected by the Engineering Knowledge Graph and Digital Thread.

01
Product
Factory
02
Requirements
Factory
03
Architecture
Factory
04
Software
Factory
05
ECU
Factory
06
Safety
Factory
07
Cybersecurity
Factory
08
Test
Factory
09
Integration
Factory
10
OTA
Factory
11
Fleet Learning
Factory
SDVsolution

Transform Customer Features into Production Vehicle Software and ECU Platforms

SDVsolution combines AI Platform, Engineering Knowledge Graph, AI Agents, AI Software Factory, and ECU Platform Engineering to help OEMs deliver software-defined vehicles faster.

AI Platform
Knowledge Graph
AI Agents
Software Factory
ECU Platform
Validation
OTA
Production Vehicle