Warehouse automation company Plus One Robotics has completed an eight-hour live stream demonstration of its AI-powered parcel induction system, offering what the company described as a transparent look at the realities of large-scale warehouse robotics operations.
The livestream, broadcast on the company’s YouTube and LinkedIn channels, showcased a robotic parcel induction system operating continuously in a real-world workflow environment while displaying live operational metrics throughout the event.
According to the company, the system completed 19,784 picks during the eight-hour session, achieving throughput of 2,488 picks per hour and an average pick time of 1.45 seconds per parcel. More than 950 viewers reportedly tuned in during the livestream.
The event comes at a time when physical AI and humanoid robotics have become some of the most heavily promoted sectors in automation, often through highly edited short-form videos and controlled demonstrations.
Plus One Robotics said the aim of the livestream was to provide a more realistic view of how warehouse automation systems perform over sustained operating periods.
Applications and Testing Engineer Jose Luis Hotema opened the demonstration with a brief introduction explaining the setup and operational goals of the test.
“The livestream was our way to answer a question many people have: ‘How do my packages get to me?’” said Erik Nieves, founder and CEO of Plus One Robotics. Robots combined with AI are the reason these parcel companies can handle so much volume and such a wide variety of packages.”
Parcel induction systems are increasingly important within modern logistics operations, where warehouse operators face mounting pressure to process rising e-commerce volumes while managing labor shortages and tighter delivery schedules.
Unlike some robotic warehouse applications that focus on highly structured environments, parcel induction requires robots to handle packages of varying sizes, shapes, weights, and packaging conditions at high speed and with consistent reliability.
The demonstration also highlights a broader trend in industrial robotics toward measurable operational transparency, particularly as end users become more focused on uptime, throughput, and return on investment rather than prototype demonstrations alone.
Founded in 2016, Plus One Robotics develops AI-based vision and parcel-handling systems for warehouse and logistics environments. The company’s technology is used in applications including parcel induction, depalletizing, sortation, and trailer unloading.
As robotics vendors increasingly compete on real-world performance metrics, live operational demonstrations such as this may become a more common way for automation suppliers to validate claims around reliability and scalability.

