AI-Native Product Engineering for Software-Defined Vehicles

Transform Customer Features into Validated Vehicle Functions

SDVsolution connects AI Platform, Engineering Knowledge Graph, AI Agents, AI Software Factory, ECU Platform, and AI System Integration into one end-to-end engineering system for modern OEMs.

AI Platform Knowledge Graph AI Agents AI Software Factory ECU Platform AI System Integration
Customer Feature Engineering Knowledge Graph AI Platform AI Agents + AI Factories AI Software Factory Vehicle • Cockpit • Cloud ECU Platform Engineering AI System Integration Validated Function
Reference Architecture

One AI Engineering System. Complete SDV Lifecycle.

SDVsolution connects AI Platform, Engineering Knowledge Graph, AI Agents, AI Software Factory, ECU Platform, and AI System Integration into one end-to-end engineering system for modern OEMs.

01

AI Platform

The enterprise foundation for AI-native engineering orchestration, governance, and lifecycle execution.

02

Engineering Knowledge Graph

Connects features, requirements, architecture, software, ECUs, tests, evidence, release history, and fleet feedback.

03

AI Agents

Chief and specialized agents that reason across the complete OEM V-Model.

AI-Native Engineering System

SDVsolution

Transforms customer features into validated vehicle functions by connecting engineering intelligence, AI reasoning, software realization, ECU platforms, and physical system integration.

Digital Thread 10 AI Factories OEM V-Model
Customer Feature Validated Vehicle Function
04

AI Software Factory

Transforms engineering intent into production-grade vehicle, cockpit, controls, diagnostics, cloud, and connected software.

05

ECU Platform

Creates supplier-ready ECU platform packages spanning hardware definition, interfaces, networking, diagnostics, safety, and validation.

06

AI System Integration

Integrates and validates software and ECU platforms across benches, HIL, labcars, mules, and production-intent vehicles.

OEM Digital Thread

Customer Feature to Validated Vehicle Function

SDVsolution connects the left side and right side of the OEM V-Model through AI Agents, the Engineering Knowledge Graph, AI Software Factory, ECU Platform, and AI System Integration.

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

Live Visibility Across the Complete SDV Engineering Lifecycle

Track requirements, architecture, software, ECU platforms, system integration, validation, safety, cybersecurity, OTA, and fleet learning across the complete software-defined vehicle program.

Program Intelligence

A real-time executive view connecting engineering traceability, AI-driven software delivery, ECU platform maturity, physical system integration, vehicle validation, release readiness, and fleet feedback.

Traceability Readiness System Integration Validation
Requirements Traceability
98%
Architecture Coverage
95%
Software Readiness
92%
ECU Platform Readiness
93%
System Integration Maturity
91%
Safety & Cybersecurity
GREEN
Vehicle Validation Coverage
94%
Release Readiness
READY
AI Platform Knowledge Graph AI Agents AI Software Factory ECU Platform AI System Integration
AI Platform + Engineering Knowledge Graph

Engineering Intelligence for AI-Native Vehicle Development

The SDVsolution AI Platform and Engineering Knowledge Graph provide the orchestration, context, memory, traceability, and engineering intelligence that enable AI Agents and AI Factories to operate across the complete OEM V-Model.

01
Orchestration Layer

AI Platform

Orchestrates AI Agents, AI Factories, engineering workflows, governance, toolchain connections, and lifecycle execution across the complete software-defined vehicle program.

Orchestration Governance Toolchain
02
Engineering Intelligence Layer

Engineering Knowledge Graph

Connects customer features, requirements, architecture, software, ECU platforms, safety, cybersecurity, tests, integration evidence, vehicle validation, OTA releases, and fleet feedback.

Context Memory Traceability
03
Engineering Reasoning Layer

AI Agents

Use connected engineering context to reason, generate, validate, analyze dependencies, identify gaps, and coordinate engineering work across the left and right sides of the OEM V-Model.

Reasoning Validation Collaboration
One Connected Engineering System

AI does not engineer the vehicle from isolated prompts. It engineers through connected product context, lifecycle memory, traceability, and OEM engineering evidence.

01 AI Platform Orchestrates
02 Knowledge Graph Grounds engineering decisions
03 AI Agents Reason and act
04 AI Factories Industrialize execution
AI Software Factory

From Engineering Intent to Production-Grade Software

Transform customer features, requirements, and architecture into production-grade vehicle, cockpit, controls, and cloud software through AI-native engineering workflows connected to the Engineering Knowledge Graph and OEM Digital Thread.

DIGITAL EXPERIENCE

Cockpit Software

Android applications and frameworks, IVI, instrument cluster, audio, navigation, connectivity, HMI, and digital user experiences.

Android IVI Cluster
VEHICLE INTELLIGENCE

Vehicle Controls

Body, energy, thermal, powertrain, chassis, charging, gateway, and distributed vehicle function software.

Controls Energy Thermal
VEHICLE SERVICES

Diagnostics & Connected Vehicle

Vehicle diagnostics, remote diagnostics, health monitoring, telemetry, connectivity services, fault intelligence, and service-oriented vehicle capabilities.

Diagnostics Telemetry Connectivity
CLOUD & DATA

Cloud Software

Vehicle APIs, backend services, mobile applications, fleet analytics, data pipelines, connected services, and closed-loop fleet intelligence.

APIs Backend Fleet Data
01 Customer Feature Product intent
02 Requirements & Architecture Engineering intent
03 AI Software Factory Generate • Integrate • Validate
04 Production-Grade Software Vehicle • Cockpit • Cloud • Connected Services
ECU Platform

From Engineering Intent to Supplier-Ready ECU Platforms

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

Requirements
System Architecture
ECU Definition
HW/SW Interfaces
Diagnostics
Safety & Cybersecurity
Supplier Package
AI System Integration
10 AI Engineering Factories

Industrialized Engineering for the Complete SDV Lifecycle

SDVsolution transforms customer features into validated vehicle functions through 10 specialized AI Engineering Factories connected by the AI Platform, Engineering Knowledge Graph, and OEM Digital Thread.

01
Product Factory
Feature intent and product definition
02
Requirements Factory
Structured requirements and traceability
03
Architecture Factory
System, ECU, network, and interface architecture
04
Software Factory
Production-grade vehicle and cloud software
05
Safety Factory
Safety analysis, evidence, and lifecycle readiness
06
Cybersecurity Factory
Threat analysis, controls, and compliance evidence
07
Test Factory
Test strategy, cases, coverage, and evidence
08
Integration Factory
Bench, HIL, labcar, mule, and vehicle integration
09
OTA Factory
Release orchestration and deployment readiness
10
Fleet Learning Factory
Field intelligence and closed-loop improvement
Connected by AI Platform Engineering Knowledge Graph OEM Digital Thread AI Agents
Input Customer Feature Product intent
AI-Native Execution 10 AI Engineering Factories Industrialized across the complete OEM engineering lifecycle
Outcome Validated Vehicle Function Production readiness
Engineering at Scale

AI Agents perform specialized engineering work. AI Factories industrialize that work across the complete OEM lifecycle.

SDVsolution Differentiation

Not an AI Coding Platform.
An AI Engineering Platform.

SDVsolution connects engineering intelligence, AI reasoning, production software, ECU platforms, and physical system integration across the complete OEM V-Model — from customer feature to validated vehicle function.

01 Customer Feature Product intent and OEM value
02 AI Engineering Requirements, architecture, safety, cybersecurity, and test reasoning
03 Software + ECU Platform Production software and supplier-ready ECU packages
04 Validated Vehicle Function Integration, validation, release confidence, and production readiness
AI Platform Engineering Knowledge Graph AI Agents AI Software Factory ECU Platform AI System Integration

Engineer the full SDV lifecycle with AI.

Connect product intent, engineering artifacts, software, ECU platforms, integration evidence, validation, OTA readiness, and fleet learning.

Request Demo