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We Built an AI-Powered Wearable Mobility Solution for the Visually Impaired That Won “Prix de la Canne Blanche Award”

Client: Biped AI - An Award Winning Swiss Startup (that Secured CHF 1.2 Million Funding)
Industry: Healthcare
Project Type: IoT-Integrated Software Development
Core Tech: AI/ML and IoT

Key Highlights of this Success story

Biped AI built a smart harness with a mission to transform mobility for blind and visually impaired individuals by partnering with Honda Research Institute.
We successfully integrated AI/ML with IoT, optimized Bluetooth connectivity, and balanced performance with wearable design constraints to enable accurate object detection and spatial sound generation.
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The contribution helped them raise CHF 1.2 M of funding and earned them a prestigious “Prix de la canne blanche Award.”
The integration of NOA Chat with Meta’s Ray-Ban Smart Glasses showcases ongoing innovation, enabling users to receive real-time mobility descriptions directly via WhatsApp.

A World in Need of Smarter Mobility

There are over 2.2 billion visually impaired people and 2 to 5 million people with hemispatial neglect in the world.

These individually face daily challenges when commuting from navigating bustling urban centers to traversing quiet suburban streets. For many, traditional aids like white canes and guide dogs are indispensable, yet they often fall short in complex, fast-changing environments.

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The Vision Behind NOA: Overcoming Complex Challenges

Seeing that Biped AI, a visionary Swiss startup, set out on a mission to transform mobility for blind and visually impaired individuals.

The idea was simple yet revolutionary: combine advanced artificial intelligence with wearable technology to create a smart harness called NOA (Navigation, Obstacles, and AI), which is beyond just another smart mobility gadget.

They created NOA to become a lifeline and smart copilot for the visually impaired and people with hemispatial neglect, providing them real-time navigation, obstacle detection, and context-aware guidance to travel confidently.

To power its advanced collision warning, they've partnered with Honda Research Institute to leverage their risk-analyzing technology, originally developed for Honda’s ADAS and autonomous driving systems.

Honda’s collaboration has been particularly transformative: by licensing cutting-edge risk analysis algorithms, Honda Research Institute’s technology enables NOA to capture the user’s surroundings with wide-angle cameras, analyze potential hazards in real time, and alert users to impending collisions. This synergy not only enhances user safety but also reflects Honda’s commitment to advancing mobility and supporting the United Nations’ SDG Goal 3, “Good Health and Wellbeing.”
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The Challenge They Faced

The vision for the AI-powered wearable mobility solution was remarkable, solving critical challenges for the special community. They have dedicated their 3 years in doing the intensive R&D and conducted 250+ rigorous test sessions to perfect the hardware technology behind NOA.

To make it even perfect and connect its low-frequency Bluetooth hardware with a solution through which users can configure its functions and use all of its features, they needed a software platform that could make it possible with maximum accessibility.

Their core challenges included

Integrating AI with IoT

Integrating real-time AI/ML algorithms with IoT sensors meant ensuring seamless data processing between wide-angle cameras, Intel RealSense depth modules, and the harness’s internal systems—all while keeping energy consumption low.

Ensuring Reliable Connectivity

Establishing a dependable Bluetooth connection between the harness and mobile devices was critical, particularly across varied environments.

Balancing Performance and Design

The computational demands of object detection, spatial sound generation, and route optimization had to be balanced against the physical constraints of a wearable device.

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Optimizing Object Detection Accuracy

The cameras embedded in the NOA harness were doing fabulous work. However, for those to do their work properly, specifically detecting objects as well as identifying the exact type, size, and form of the object, they needed a well-trained computer vision intelligence.

Smarter Mobility

Biped AI – an ideal co-pilot for the visually impaired that brings together innovation and accessibility, leading to confident journeys.

Our Role in the Journey

We partnered closely with them to build a comprehensive IoT-integrated software solution that would ultimately redefine how visually impaired users interact with their environment. Our contributions included:

Building Context-aware Navigational Assistance

We programmed advanced AI/ML algorithms that enable the harness to interpret and respond to complex surroundings. By differentiating between indoor and outdoor settings or crowded versus isolated spaces, we made the solution to adjust the navigational assistance in real-time.

Optimization of Predictive Path Recommendation Engine

Leveraging machine learning, we made the solution predict and recommend optimal paths by analyzing real-time data and historical user behavior. This proactive approach allows the system to alert users about potential hazards before they are even encountered.

Building Multimodal Feedback System

Beyond 3D spatial sounds, we explored the integration of gentle vibrations and other feedback methods to provide silent alerts, ensuring the solution is both effective and unobtrusive.

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Celebrating Success and Impact

The association of ours with the tech team of Biped AI was nothing short of transformative. The launch of NOA not only marked a technological breakthrough but also redefined mobility for the visually impaired.

Award-Winning Innovation

The product NOA’s groundbreaking design and functionality earned Biped AI the prestigious “Prix de la canne blanche Award” (The White Cane Award in English) by the Swiss Central Union for the Blind (UCBA).

Remarkable User Benefits

Remarkable User Benefits
75%
Improvement in Obstacle Avoidance Efficiency
60%
Reduction in Navigation-Related Stress
50%
Enhanced User Satisfaction with GPS Instructions
97%
of Users Report Feeling Safe and Guided

Real-World Impact

Collectively, users of NOA have walked over 3,000 KM, experiencing enhanced safety and independence in their daily lives.

Strategic Collaborations

Biped AI has joined forces with Jules Gonin Hospital for clinical collaborations.
They also teamed up with SZBlind, Switzerland's largest association for the blind, as its primary distributor. This collaboration boosts NOA’s market reach, enables user testing and demos, and validates its impact. Their endorsement further validates NOA’s impact on enhancing safety and independence, as highlighted by the “Prix de la Canne Blanche” recognition.
To target the large US market with over 7 million visually impaired adults, Biped AI has engaged with undisclosed distributors. These partners are responsible for managing pre-orders, shipping, and local logistics, facilitating Biped AI’s market entry, and expanding NOA’s availability in the United States.
These partnerships have played a pivotal role in market expansion and product testing.

Continuous Innovation

Innovation never stops. In a bold move to further elevate the user experience, Biped AI expanded NOA’s capabilities through NOA Chat, a mobility chatbot available over WhatsApp. This breakthrough integration now works hand-in-hand with Meta’s Ray-Ban Smart Glasses.

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