AI cases in automotive
Explore our functional prototypes demonstrating what's possible when AI meets automotive UX.
Parking Assistant
Vision-based detection for precise guided maneuvering.
Mood Lighting
Ambient light adaptation reacting to music and context.
Driver Fatigue Detection
Real-time alertness monitoring and proactive suggestions.
Gesture Control
Intuitive, spatial gestures for hands-free control.
Smart Charging
Predictive charging balancing costs and battery health.
Cabin Climate AI
Personalized climate control that learns your preferences.
Core principles
What we've learned designing AI for automotive.
Edge and Cloud
Run sensitive or fast tasks locally. Use cloud for the heavy lifting. Get this split right early.
Expandability
Models change fast. Build modular so you can swap without rework.
Agent Orchestration
One model won't cut it. Specialized models combined work better than one doing everything.
Confidence Level
AI will be wrong sometimes. If confidence is low, show it—don't hide it.
Non-intrusive
Hold back on proactive features when uncertain. Interruptions hurt more than missed suggestions.
Digital Assistant
Voice handles simple tasks. For anything complex, add a screen.
Personalization
Use AI to learn preferences and enable smarter customization. Keep manual controls within reach.
Close the Loop
Iterate on real feedback. Use the data from interactions to refine the model and improve the experience over time.
AI capabilities
are advancing
fast
Today's models will be outdated in a few months.
New AI capabilities will run on the edge soon.
As frontier models become part of everyday life, user expectations are rising.
What we can do for you
From early exploration to production-ready solutions, we support every stage of your AI journey
Technical requirements
Create agentic workflows
Train AI models
Create wonderful designs
Build a proof of concept
AI consultation
Showcase your ideas
Parking Assistant
Park with the confidence of a professional using vision-based spot detection that offers precise, guided maneuvering support even in the tightest urban spaces.
The car doesn't just beep at you; it visually understands the space. As you approach a spot, it projects a clear, augmented path onto your screen (or windshield) showing exactly how to fit. It accounts for tight pillars and weird angles that ultrasonic sensors often miss, giving you the confidence of a pro valet.