of every parcel inside the delivery vehicle using multi-sensor camera arrays and proprietary algorithms
LED-guided shelving directs couriers to the correct package at each delivery stop, reducing search time
platform showcased at a major international auto show in 2018, validating the solution at scale
A top-5 global automotive company aimed to revolutionize commercial transportation by developing next-generation delivery vehicles that leverage AI for operational efficiency. Their vision focused on enhancing drivers’ workflows through automation—streamlining tasks without replacing drivers—to reduce time spent locating parcels and to optimize overall delivery processes. They needed a sophisticated, embedded AI solution capable of accurately identifying and tracking parcels within the vehicle in real-time.
OneSix partnered with the automotive company to design an intelligent in-vehicle system. We deployed multiple sensors and cameras to detect and track parcels, along with proprietary algorithms for real-time object recognition and location tracking. Our platform integrated with in-vehicle hardware, enabling accurate detection, tracking, and management of parcels directly on the vehicle.
Additionally, we introduced Smart Shelves, LED-equipped shelves that guide couriers to the correct packages at the right delivery points, further reducing time spent searching within the cargo area. The platform was publicly demonstrated at a major international auto show in 2018, showcasing these key AI-powered features:

Multiple in-vehicle sensors and cameras are utilized to detect and track the positions and identities of parcels throughout the vehicle.

Smart shelves utilize LEDs to direct the courier to the correct package at the correct delivery location.
The deployment of this AI-driven system provided the automotive company with an innovative, efficient approach to delivery management, transforming vehicle cargo spaces into smart, automated environments. The intelligent tracking and guidance solutions reduced operational delays, enhanced driver productivity, and increased overall delivery efficiency. This collaboration laid the groundwork for future advancements in commercial transportation automation.
Testimonial
“Our partnership with OneSix has dramatically accelerated innovation at Mercedes-Benz. They bring extreme technical capabilities, a creative and collaborative approach, and invaluable expertise to engineering challenges that push us forward in computer vision, AI, and machine learning.”
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Naveen Sangeneni
Head of Engineering and CTO, Mercedes-Benz Research & Development North America
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