AI and Generative AI in Automotive: Real-World Industry Solutions
Deploy generative design tools, predictive maintenance systems, and AI-driven quality inspection to reduce time-to-market, cut costs, and enhance vehicle performance.

Our AI Expertise in the Automotive Sector
Leverage our AI expertise – proven through extensive real-world projects – to solve engineering, manufacturing, and operational challenges with measurable ROI.
Generative Design & Engineering
Accelerate vehicle development with AI-powered design tools tested in real automotive projects. Our AI solutions transform inked sketches into photorealistic designs, enabling faster iteration while maintaining brand styling DNA. Our GenAI systems also help write, rewrite, and migrate code across platforms, reducing software validation timelines in real production scenarios.
AI-driven Real-time Fault Detection and Validation
Enhance manufacturing quality with automated visual inspection systems validated in our clients’ manufacturing environments. Our platform provides complete rail inspection from all angles with temperature measuring capabilities, catching 98% of defects before assembly completion.
Predictive Maintenance
Reduce unplanned downtime with intelligent fault prediction tested on real fleets. Avenga’s AI solutions deliver near real-time notifications of critical faults, cutting maintenance costs by up to 30% based on practical implementations.
Connected Vehicle Analytics
Optimize fleet performance through smart data utilization, proven in active vehicle fleets. Our AI-enabled platform, built with low-power hardware, maximizes data value while minimizing energy consumption. Its “on-the-fly” learning capability continuously enhances fault detection accuracy in real-time environments.
AI Customer Support
Transform customer service with intelligent automation that has been successfully deployed in real automotive customer operations. Our AI tools decrease response times from 30 minutes to 10, maintaining robust data security and delivering a proven 60% improvement in efficiency that scales seamlessly during peak periods.
Proven Experience Applying AI and Generative AI to Real-World Problems
How We Can Help You






We help automakers move from experiments to standardized, brand-aligned creative workflows. Whether you’re designing next-gen vehicle lines or accelerating code delivery, we embed generative AI where it drives real efficiency.
Discover how we apply GenAI technologies to solve your toughest automotive challenges.
Empowering the Automotive Industry with Cutting-Edge GenAI
Foundation Models Tailored for Automotive
We customize and fine-tune foundation models to support core industry needs. These models are optimized for integration with PLM systems and other automotive toolchains.
Transformer-Based Automation for Code and Documentation
Our transformer-based systems enable automotive software teams to rewrite, translate, and verify embedded code across platforms, featuring built-in traceability aligned with functional safety standards. The same architecture also streamlines the management of documentation and specifications across evolving vehicle programs.
Edge-Ready Computer Vision Pipelines for Manufacturing
Our vision models are trained and validated for automotive environments using mixed real-world and synthetic data. They’re optimized for factory deployment, enabling fast and consistent defect detection in high-throughput production lines – without reliance on cloud infrastructure.
Optimized AI for Embedded Vehicle Systems
We reduce model complexity through quantization and pruning, enabling efficient performance on low-power vehicle hardware. These optimizations support a wide range of connected vehicle applications—from onboard diagnostics to adaptive customer features—while minimizing impact on system resources.
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Why Avenga?
From PoC to Production
We transform experimental AI into enterprise-ready systems – operationalizing sketch-to-render pipelines, GenAI code tools, and more within regulated, real-world automotive environments.
Robust and Scalable Software Solutions
Our AI platforms are engineered for reliability and scalability, ensuring seamless integration with complex automotive workflows and demanding operational requirements.
Intelligence at the Edge
We architect low-power, high-efficiency analytics platforms that unlock vehicle telemetry, reduce bandwidth usage, and improve fault detection accuracy on the fly.
Enterprise-Grade by Design
We embed trust, compliance, and scalability into every AI solution – enabling safe deployment across customer support, software engineering, and manufacturing domains.
Your business results matter
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