How Logic built intelligent, adaptable robotics that transform goods movement across warehouses and distribution centers using Stereolabs ZED X cameras.
The modern supply chain faces a critical yet often overlooked challenge: the speed of goods. While automation efforts typically focus on optimizing individual facilities, Logic takes a fundamentally different approach by creating intelligent systems that work seamlessly across entire supply chains.
Founded on the principle that supply chains need clear observability, data standardization, and interoperable automation, Logic is building the future of logistics with their innovative robotic solutions powered by Stereolabs vision technology.
Logic's mission centers on solving what their team describes as "an often under-noticed challenge: the speed of goods." In modern supply chains, goods flow through a series of facilities, transportation vehicles, and workflows, where throughput defines fundamental capabilities for building the future.
"Many automation efforts are aimed at optimizing a single facility. At Logic, we think this is a misguided approach" explains Manit Ginoya, CTO at Logic.
"The supply chain needs clear observability, data standardization and automation that can interoperate between workflows, vehicles and facilities."
This vision required robotics that could be adaptable, robust, and efficient throughout the supply chain. Logic needed their mobile pallet robots to navigate confidently in indoor environments while providing accurate pose updates to their mission planning system for real-time fleet coordination.
The technical requirements included:
Logic found their answer in the Stereolabs ZED X camera and corresponding software suite. The system provided exactly what they needed.
"Using the Stereolabs system, we were able to hit the ground running with visual SLAM odometry, and April tag based global pose estimation. These two techniques form an integral part of our strategy for handling indoor navigation in a dynamic environment," says Ginoya. "Furthermore, we are exploring the use of the cameras to detect objects such as fallen boxes, unintended obstacles and human personnel."
Before selecting Stereolabs, Logic conducted extensive testing of alternative solutions to find the best fit for their demanding requirements.
"Prior to using the Stereolabs ZED X camera, we tested a variety of different cameras (OAKD, HAWK, etc.) and strategies (floor pointed cameras, dead-reckoning etc.) for localizing our mobile robot in an indoor, relatively dynamic environment," explains Michael Santora, CEO of Logic.
"As is done often on our team: one of the main evaluation criteria when selecting this new sensor-suite was 'ease at which we could get to a first proof-of-concept.' We found three aspects that really pulled our technical team towards the Stereolabs products: comprehensive & open source implementation of software packages, clear documentation, and active and supportive team. Out of all solutions we tested, we found that the Stereolabs suite allowed for quickest iteration time."
The impact on Logic's business has been substantial. The ability to confidently perform motion commands and send accurate pose updates to Logic's mission planning system proved crucial to operating a connected and fully observable supply chain.
"The ability to provide real-time fleet pose updates has transformed the way our customers think of supply chain management," notes Ginoya.
This capability enables Logic to deliver on their vision of creating the first unified, data-driven logistics network. By capturing real-time supply chain data at every touchpoint, they enable industries to learn from one another in ways never before possible. This integration doesn't just optimize individual operations but transforms the entire supply chain into a seamless, self-improving ecosystem.
Logic's approach to supply chain automation represents the next major evolution in logistics. As their team explains:
"The modern supply chain was revolutionized by two simple yet transformative innovations: the shipping pallet and the container. These standardized units reshaped global trade, enabling efficiency across industries, facilities, and transportation networks. But while the world has changed, these systems have remained largely the same. It's time for the next evolution."
Logic is redefining supply chain operations by making these foundational systems intelligent and autonomous. They automate pallet motion with Logic Pallets, seamlessly moving goods across warehouses, distribution centers, and transportation modes with zero manual intervention. They're also revolutionizing loading and unloading through modularized containers designed to serve the rapidly growing Less-than-Truckload (LTL) and Less-than-Container Load (LCL) markets.
Logic's success with Stereolabs technology in mobile robotics has opened new possibilities for their upcoming innovations. Their next project, called the Octopus, represents another breakthrough application for computer vision.
"We have a robotic picking solution that we call the Octopus: a gantry crane with multiple picking arms, configured to a customer's specific workflow," describes Ginoya. "Whereas for our mobile pallet robot, the largest challenge was with indoor navigation, the challenge here will be one of accurate object detection. The Octopus' multiple arms will get commands from Logic's mission planner to pick and place items from and to multiple pallet robots that have lined up underneath. For this to occur at an effective pace, each arm will need the ability to recognize items from the stack and provide relative pose feedback to the controller."
The versatility of Stereolabs technology makes it a natural choice for this next-generation solution.
"We think the Stereolabs camera suite will once again play a role in this project," Ginoya confirms.
With Stereolabs vision technology as their foundation, Logic is building more than just robotic solutions. They're creating an intelligent ecosystem where every component communicates, learns, and adapts. This transformation from isolated automation to interconnected intelligence represents the future of supply chain operations.
Beyond automation, Logic is creating the first unified, data-driven logistics network that enables real-time learning and optimization across entire supply chains. This integration transforms individual operations into a seamless, self-improving ecosystem that benefits entire industries.
Learn more about Logic's innovative supply chain solutions at logic-os.com