Shift Left  ·  SDV  ·  Automotive

Accelerate Shift Left
in Automotive

Kaizenics empowers manufacturers to overcome the complexity wall of Software-Defined Vehicles - enabling early functional testability from day one.

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The Solution

The Experienceable 360° Vehicle

Our central product acts as the "single source of truth" - transforming fragmented engineering data into a structured knowledge graph that spans all domains, ECUs, signals, and variants.

The 360° Executable Vehicle - from day one
CEO Comment
Dr. Svante Wellershoff, CEO Kaizenics
Dr. Svante Wellershoff
CEO, Kaizenics
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"Most current AI engineering workflows along the V-model still convert paper into more paper. Kaizenics introduces an executable reasoning surface where agents can reason against actual system behavior."
"Think of it as agent ping-pong: AI agents continuously build, execute, observe, test, and refine the evolving vehicle scaffold - enabling a new form of 360° Continuous Engineering."
Whitepaper

SDV-Forge Whitepaper

The SDV Forge whitepaper makes the case for shift-left validation, an executable vehicle representation, and seamless integration across the SDV development lifecycle - co-authored with HPE, AVL, Bosch, RemotiveLabs, and Kaizenics as part of the digital.auto initiative.

Kaizenics provides the only available reference implementation of the SDV Forge. Read it here:

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SDV Forge Part 1 - Why Integration Decides Outcome
Methodology

Shift Left with an Early Experienceable Vehicle

Validate architecture, dependencies and delivery coherence before physical integration becomes available.

Early Experienceable Vehicle - bridging the validation vacuum

Main Benefit Structure

Benefit area What Shift Left enables Business value
Architecture build-up Early validation of functions, ECUs, signals, variants and dependencies Better architectural decisions earlier
Earlier bug discovery Functional issues, interface gaps and wrong assumptions surface sooner Lower cost of correction
Communication matrix quality Signals, interfaces, timing and ECU responsibilities can be checked early Fewer late integration surprises
Supplier steering Suppliers align against an executable target model Better delivery control and escalation
Compound planning ECU, software, feature and release dependencies become visible More reliable release sequencing
Lifecycle reduction Meaningful validation starts before full integration assets exist Shorter development cycles
SOP risk reduction Integration and validation risks become visible earlier Lower risk of SOP slippage
Use Cases

The 5 Blocks of the 360° Vehicle Lifecycle

From architecture planning through production support - covering the full vehicle lifecycle across two phases with five integrated capability blocks.

The 5 Blocks of the 360° Vehicle Lifecycle
01
Architecture & Delivery Planning
Phase 1: Planning & Configuration

Define target architecture, cross-domain requirements, and delivery sequencing across the supplier network.

02
Variant & Configuration Management
Phase 1: Planning & Configuration

Parameterize the vehicle model across diverse trims, global markets, and feature bundles.

03
Shift-Left Functional Validation
Phase 1 & 2: Bridging Planning and Validation

Execute virtualized testing (vECU, SIL) early in the cycle to validate behavior without hardware.

04
Change Impact & Traceability
Phase 2: Validation & Operations

Query the knowledge graph to detect ripple effects and generate regulatory compliance evidence.

05
Production & Lifecycle Support
Phase 2: Validation & Operations

Support production line configuration and manage post-SOP updates, including OTA and field campaigns.

AI-Human Collaboration

Agentic Engineering - Empowering the Human Expert

Kaizenics is about empowering the human expert through the experienceable 360° vehicle. Our AI-Human collaboration model ensures the creative lead stays with the engineer, while AI handles the heavy lifting of complexity management and automated validation.

  • AI agents proactively identify risks, dependencies, and inconsistencies
  • Automated change impact analysis delivers immediate commercial value
  • Engineers remain in creative control - AI manages complexity
  • Match the agility of software-native competitors without sacrificing engineering excellence
Agentic Engineering - AI-powered vehicle development
Industries

Built for Complex Vehicle Systems

Our Shift-Left methodology applies wherever embedded software complexity meets high safety, reliability, and variant management requirements.

Automotive
Off-Highway
Defense and Aerospace

Automotive

Passenger vehicles, SDV platforms, and OEM/Tier-1 supplier networks navigating the full complexity of modern E/E architectures, cross-domain functional flows, and rapid software release cycles.

Off-Highway

Agricultural machinery, construction equipment, and industrial vehicles with complex embedded control systems, variant-rich product lines, and demanding regulatory validation requirements.

Defense & Aerospace

Mission-critical platforms requiring the highest levels of traceability, safety validation, and variant management across complex, long-lifecycle systems with strict homologation standards.

Get Started

Ready to Shift Left?

Let's discuss how Kaizenics can accelerate your path to SOP, reduce the cost of complexity, and give your SDV program a testable foundation from day one.

Book a Demo → Contact Us →

info@kaizenics.com