“In the era of Software-Defined Vehicles (SDVs), the embedded code, architecture, and development workflows themselves become critical digital assets.”
Overview
AutonomIQ is an AI-driven platform that streamlines safety-critical ECU and SoC development.
It automates compliance, validation, and testing workflows, ensuring faster ASPICE, ISO 26262, and MISRA adherence while reducing manual effort and errors across automotive software projects.
The Problem It Solves
Modern automotive systems are more software-defined than ever but the embedded development lifecycle is still:
- Manual & Time-Intensive: Delays in coding, testing, and debugging
- Siloed & Fragmented: Disconnected toolchains across teams
- Compliance-Heavy: ASPICE, MISRA-C, ISO 26262/21434 requirements slow down innovation
- Opaque & Reactive: Little intelligence in defect resolution or code improvement
AutonomIQ addresses these challenges by embedding intelligence at every stage of the development lifecycle from requirements to deployment.
Architecture
- AI Models: Fine-tuned LLMs trained on ASPICE, ISO 26262, and ISO 21434 datasets.
- Integrations: Works with JIRA, Polarion, DOORS, Git, and CI/CD pipelines.
- Deployment: Cloud-based SaaS & On-Prem options for compliance-sensitive customers.
- Security: Encrypted data handling with strict access controls.
- Secure on-premise & cloud deployment options
Key Capabilities
- Requirements-to-Test Automation – Extracts, analyzes, and connects requirements to test cases, reducing validation time
- MISRA-C Code Correction – Auto-fixes violations, explains coding errors with context-aware insights
- ASPICE Assessment Automation – AI-led gap analysis and compliance mapping for streamlined audits
- Defect Log Intelligence – Clusters, classifies, and traces defects to root causes with pattern recognition
How It Works
Embedded Software Intelligence, Delivered Seamlessly.
AutonomIQ integrates with your existing toolchain and applies domain-trained AI to drive smarter, faster engineering.
- AI Models: Fine-tuned LLMs trained on ASPICE, ISO 26262, ISO 21434, and automotive defect datasets
- Integrations: Works with JIRA, Polarion, DOORS, Git, Jenkins, and CI/CD pipelines
- Deployment Options: Cloud-native SaaS or on-prem for compliance-sensitive environments
- Security by Design: Encrypted data handling, RBAC, audit logs, and IP-safe environments
Who It’s For
- Automotive OEMs: Ensure code quality, compliance, and time-to-market with intelligent validation workflows
- Tier 1 Suppliers: Optimize development and testing across embedded modules with automation
- Software Engineering Teams: Automate repetitive, error-prone processes—gain productivity and compliance assurance
Benefits
- Automate requirements-to-test workflows
- Remove bottlenecks from validation cycles
- Built-In Compliance
- Continuous AI-driven checks for ASPICE, ISO 26262, and MISRA-C
- Reduced Operational Costs
- Streamline defect management and cut redundant efforts
- Toolchain Intelligence
- Activate value from your existing engineering tools and data
Product Demo & Roadmap
Let AI help you build smarter, safer, and more compliant vehicles.
Explore how AutonomIQ evolves with your embedded systems featuring upcoming capabilities like Functional Safety Validation, Safety Case Generation, and LLM-Driven Traceability.
