Handover Guidance AI for Self-Driving
Handover Guidance AI for Self-Driving
Developed a multisensory AI guidance system for transitions from “autonomous” to “manual” driving, which reduced driver anxiety by 72% and shortened response time by 2.7 sec.
Developed a multisensory AI guidance system for transitions from “autonomous” to “manual” driving, which reduced driver anxiety by 72% and shortened response time by 2.7 sec.
Handover Guidance AI for Self-Driving
Developed a multisensory AI guidance system for transitions from “autonomous” to “manual” driving, which reduced driver anxiety by 72% and shortened response time by 2.7 sec.

Genty

An AI-powered multi-sensory handover guidance system for autonomous driving level 3, integrating real-time sensor input and LLMs.

Client: Independent project

Role: Product Designer

Period: 6 weeks, 2024

Tools: Figma, Framer, Photoshop, After effects

Challenge

Only Level 3 autonomous vehicles require the driver to retake control during a handover, a moment that often involves delayed reaction, stress, and significant safety risks. However, existing systems lack real-time, intuitive support to guide drivers through this critical transition.

Objective

Challenge

The goal was to design a comprehensive UX solution for Level 3 control transitions by identifying key scenarios based on real driving data, and applying LLM-powered AI guidance with multisensory feedback to reduce driver anxiety and improve response time.

Only Level 3 autonomous vehicles require the driver to retake control during a handover, a moment that often involves delayed reaction, stress, and significant safety risks. However, existing systems lack real-time, intuitive support to guide drivers through this critical transition.

Result

The system, optimized for six real-world scenarios, reduced driver anxiety by 72%, improved reaction time by 2.7 seconds, increased safety by 87%, and achieved a user satisfaction score of 4.8/5 in internal testing.

Primary Research

  • Mercedes Project Dev. PM: Jason

  • Mercedes Project Planning PM: JJ

  • Korean Air Pilot: Solomon

  • Fashion CEO: Jenna

  • Attorney: Michael

  • Startup CEO: Chris

  • Mercedes Project Dev. PM: Jason

  • Mercedes Project Planning PM: JJ

  • Korean Air Pilot: Solomon

  • Fashion CEO: Jenna

  • Attorney: Michael

  • Startup CEO: Chris

Challenge

Only Level 3 autonomous vehicles require the driver to retake control during a handover, a moment that often involves delayed reaction, stress, and significant safety risks. However, existing systems lack real-time, intuitive support to guide drivers through this critical transition.

Avi Johnson - Partner

Operating in the real estate and hospitality sector is fulfilling as it allows us to significantly enhance a brand's recognition, trustworthiness, and identity. A primary goal of ours is to guarantee that each developer and their projects have a unique appearance. We rely on research-driven differentiation as a major strategy to accomplish this.

Sarah Smith - Partner

"Yeah, in Level 3 autonomy, the transition is both critical and risky. I think proper guidance and alerts are essential—but current systems mostly rely on one-way alerts, which isn’t enough."

Expert : Jason (Mercedes project dev. PM)

"I think autonomous driving is an incredibly exciting technology, but without the right transition guidance, it can also be extremely dangerous."

Target User : Michael (Attorney)

Services

Brand Identity

Motion design

Web design

Copywriting

Strategy

Development

Clients

“They understood our vision and brought it to life in a way that exceeded our expectations. From the initial concept to the final design, their expertise in design and development was evident”

Alphabet - Head of Brand

“Their ability to seamlessly integrate animations and dynamic content was truly impressive. Our website is not just a digital space; it's an experience that captivates our audience.”

Prada - Head of Digital

“Our collaboration with was a branding journey like no other. They took our vision and transformed it into a brand identity that’s captivating and authentic. Their work was truly outstanding.”

Sony - Director of Brand Strategy

“Studio B has crafted and delivered a visual campaign beyond our expectation. We immediately got a head start.”

Apple - Creative Director

“They took our brand to the next level with a stunning website. Their expertise added a dynamic touch that sets our brand apart. The result not only looks fantastic but also performs seamlessly.”

Nike - Design Lead

“Their creativity and attention to detail resulted in a brand identity that perfectly resonates with our target audience. We're impressed with how they captured the essence of our brand and translated it into a compelling visual identity.”

Mercedes Benz - Marketing Manager

Industries

Arts

Culture

Music

Tech

Fashion

E-Commerce

Hospitality

Health

Auto

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