

2025
Context-Aware AI Dashboard for Safer, Smarter Driving
An AI-powered multimodal dashboard for cars that adapts to terrain, weather, and driver fatigue/stress levels.
Mobilty
Interaction Design
Know More
Our system is crafted to merge adaptive intelligence with intuitive design, delivering a safe and effortless driving experience across any terrain.
A Perfect Blend of Elegance and Functionality
Driving isn't just about moving from A to B it’s a mental load of decisions, distractions, and unpredictable conditions. Through user research, we discovered that drivers often feel overwhelmed, especially during night drives, bad weather, or long highway trips. We asked: What if the dashboard could think like a co-passenger? This led to the idea of an AI-powered in-car interface not just a control panel, but a helpful, human-like presence that adapts to the driver's needs in real-time.

Problem
Today’s infotainment systems promise convenience but instead flood drivers with interaction tasks. The result: higher distraction, greater safety risks, and a pressing need for design solutions that reflect regional driving realities.
Even highly skilled drivers face serious challenges in complex conditions such as rain, night driving, and hilly terrain. Fatigue builds up during long drives, while visibility loss from glare or weather reduces reaction time. Human factors like overconfidence, multitasking, or ignoring early fatigue signs further increase risk, and drivers often dismiss AI prompts when they feel generic or poorly timed. On the machine side, rain and terrain can block sensors or reduce their reliability, yet drivers rarely receive feedback about these failures. Environmental factors like blind hill turns, wildlife crossings, and potholes add unexpected hazards. At the same time, AI systems contribute to overload by issuing too many alerts, repeating suggestions, or triggering prompts at critical moments, creating “prompt blindness.” Altogether, these overlapping issues leave drivers overwhelmed, distracted, and prone to errors, turning already difficult road conditions into high-risk scenarios.


Solution
An AI-powered adaptive dashboard (ATOM) delivers context-aware alerts, terrain-aware displays, and fatigue detection to keep drivers safe and focused in challenging conditions.
ATOM (Adaptive Terrain & Operation Monitor) is an AI-powered dashboard that adapts to rain, night driving, and hilly terrain. It delivers context-aware alerts through the HUD and cluster, while shifting less urgent details to secondary screens to reduce distraction. The system detects fatigue and stress, escalating warnings with an adaptive AI tone that adjusts urgency, style, and frequency to match the driving context. With multi-modal inputs like voice, haptics, and touch, ATOM ensures quick responses under pressure. By filtering noise and providing the right information at the right moment, it lowers cognitive load, improves hazard response, and builds driver trust for a safer, calmer journey.

Process
ATOM was created through user research and prototyping to address real driver challenges.
We began by surveying drivers and creating personas to capture needs across different driving scenarios. Using Wizard-of-Oz testing with EEG tracking, we mapped cognitive load and identified moments of distraction. Insights shaped our design of adaptive information flow across HUD, cluster, and console, with AI logic tuned for urgency and context. Multiple iterations of wireframes, prototypes, and usability tests refined ATOM into a system that balances safety, clarity, and trust—ensuring drivers stay focused even in the toughest conditions.

More Works
©2024
FAQ
01
What kind of projects do you take on?
02
Do you only work with companies?
03
How long does a project usually take?
04
Do You Work Remotely Or On-Site?
05
How is your approach different from other studios?
06
What do I need to get started?


2025
Context-Aware AI Dashboard for Safer, Smarter Driving
An AI-powered multimodal dashboard for cars that adapts to terrain, weather, and driver fatigue/stress levels.
Mobilty
Interaction Design
Know More
Our system is crafted to merge adaptive intelligence with intuitive design, delivering a safe and effortless driving experience across any terrain.
A Perfect Blend of Elegance and Functionality
Driving isn't just about moving from A to B it’s a mental load of decisions, distractions, and unpredictable conditions. Through user research, we discovered that drivers often feel overwhelmed, especially during night drives, bad weather, or long highway trips. We asked: What if the dashboard could think like a co-passenger? This led to the idea of an AI-powered in-car interface not just a control panel, but a helpful, human-like presence that adapts to the driver's needs in real-time.

Problem
Today’s infotainment systems promise convenience but instead flood drivers with interaction tasks. The result: higher distraction, greater safety risks, and a pressing need for design solutions that reflect regional driving realities.
Even highly skilled drivers face serious challenges in complex conditions such as rain, night driving, and hilly terrain. Fatigue builds up during long drives, while visibility loss from glare or weather reduces reaction time. Human factors like overconfidence, multitasking, or ignoring early fatigue signs further increase risk, and drivers often dismiss AI prompts when they feel generic or poorly timed. On the machine side, rain and terrain can block sensors or reduce their reliability, yet drivers rarely receive feedback about these failures. Environmental factors like blind hill turns, wildlife crossings, and potholes add unexpected hazards. At the same time, AI systems contribute to overload by issuing too many alerts, repeating suggestions, or triggering prompts at critical moments, creating “prompt blindness.” Altogether, these overlapping issues leave drivers overwhelmed, distracted, and prone to errors, turning already difficult road conditions into high-risk scenarios.


Solution
An AI-powered adaptive dashboard (ATOM) delivers context-aware alerts, terrain-aware displays, and fatigue detection to keep drivers safe and focused in challenging conditions.
ATOM (Adaptive Terrain & Operation Monitor) is an AI-powered dashboard that adapts to rain, night driving, and hilly terrain. It delivers context-aware alerts through the HUD and cluster, while shifting less urgent details to secondary screens to reduce distraction. The system detects fatigue and stress, escalating warnings with an adaptive AI tone that adjusts urgency, style, and frequency to match the driving context. With multi-modal inputs like voice, haptics, and touch, ATOM ensures quick responses under pressure. By filtering noise and providing the right information at the right moment, it lowers cognitive load, improves hazard response, and builds driver trust for a safer, calmer journey.

Process
ATOM was created through user research and prototyping to address real driver challenges.
We began by surveying drivers and creating personas to capture needs across different driving scenarios. Using Wizard-of-Oz testing with EEG tracking, we mapped cognitive load and identified moments of distraction. Insights shaped our design of adaptive information flow across HUD, cluster, and console, with AI logic tuned for urgency and context. Multiple iterations of wireframes, prototypes, and usability tests refined ATOM into a system that balances safety, clarity, and trust—ensuring drivers stay focused even in the toughest conditions.

More Works
©2024
FAQ
01
What kind of projects do you take on?
02
Do you only work with companies?
03
How long does a project usually take?
04
Do You Work Remotely Or On-Site?
05
How is your approach different from other studios?
06
What do I need to get started?


2025
Context-Aware AI Dashboard for Safer, Smarter Driving
An AI-powered multimodal dashboard for cars that adapts to terrain, weather, and driver fatigue/stress levels.
Mobilty
Interaction Design
Know More
Our system is crafted to merge adaptive intelligence with intuitive design, delivering a safe and effortless driving experience across any terrain.
A Perfect Blend of Elegance and Functionality
Driving isn't just about moving from A to B it’s a mental load of decisions, distractions, and unpredictable conditions. Through user research, we discovered that drivers often feel overwhelmed, especially during night drives, bad weather, or long highway trips. We asked: What if the dashboard could think like a co-passenger? This led to the idea of an AI-powered in-car interface not just a control panel, but a helpful, human-like presence that adapts to the driver's needs in real-time.

Problem
Today’s infotainment systems promise convenience but instead flood drivers with interaction tasks. The result: higher distraction, greater safety risks, and a pressing need for design solutions that reflect regional driving realities.
Even highly skilled drivers face serious challenges in complex conditions such as rain, night driving, and hilly terrain. Fatigue builds up during long drives, while visibility loss from glare or weather reduces reaction time. Human factors like overconfidence, multitasking, or ignoring early fatigue signs further increase risk, and drivers often dismiss AI prompts when they feel generic or poorly timed. On the machine side, rain and terrain can block sensors or reduce their reliability, yet drivers rarely receive feedback about these failures. Environmental factors like blind hill turns, wildlife crossings, and potholes add unexpected hazards. At the same time, AI systems contribute to overload by issuing too many alerts, repeating suggestions, or triggering prompts at critical moments, creating “prompt blindness.” Altogether, these overlapping issues leave drivers overwhelmed, distracted, and prone to errors, turning already difficult road conditions into high-risk scenarios.


Solution
An AI-powered adaptive dashboard (ATOM) delivers context-aware alerts, terrain-aware displays, and fatigue detection to keep drivers safe and focused in challenging conditions.
ATOM (Adaptive Terrain & Operation Monitor) is an AI-powered dashboard that adapts to rain, night driving, and hilly terrain. It delivers context-aware alerts through the HUD and cluster, while shifting less urgent details to secondary screens to reduce distraction. The system detects fatigue and stress, escalating warnings with an adaptive AI tone that adjusts urgency, style, and frequency to match the driving context. With multi-modal inputs like voice, haptics, and touch, ATOM ensures quick responses under pressure. By filtering noise and providing the right information at the right moment, it lowers cognitive load, improves hazard response, and builds driver trust for a safer, calmer journey.

Process
ATOM was created through user research and prototyping to address real driver challenges.
We began by surveying drivers and creating personas to capture needs across different driving scenarios. Using Wizard-of-Oz testing with EEG tracking, we mapped cognitive load and identified moments of distraction. Insights shaped our design of adaptive information flow across HUD, cluster, and console, with AI logic tuned for urgency and context. Multiple iterations of wireframes, prototypes, and usability tests refined ATOM into a system that balances safety, clarity, and trust—ensuring drivers stay focused even in the toughest conditions.

More Works
©2024
FAQ
What kind of projects do you take on?
Do you only work with companies?
How long does a project usually take?
Do You Work Remotely Or On-Site?
How is your approach different from other studios?
What do I need to get started?