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Introducing Serve Physical AI Services

Article
November 05, 2026
Today, we’re introducing Serve Physical AI Services, opening the technology behind our own robots to other companies building physical AI.
We’ve deployed more than 2,000 robots in more than 40 cities and 25 hospitals. Operating at that scale has meant building tools to keep our fleets connected and find the real-world data that can help our models improve.
Physical AI Services brings that technology together through high-performance connectivity, data curation and real-world training data. Bedrock Robotics, which builds autonomous systems for heavy construction equipment, is among our launch customers.

What Serve Physical AI Services includes

Serve Link
Serve Link provides a high-performance, reliable connection between machines in the field and off-board intelligence. As more of the computation behind physical AI moves to data centers, it connects robots to the models, monitoring and training systems that help make them smarter in real time.
Serve Data Curator
Serve Data Curator helps engineering teams find the rare moments in fleet data that matter for model improvement. By surfacing valuable examples from the volume of data a fleet produces, the tool is designed to shorten the loop between what robots see in the field and what their models learn.
Serve Data Catalog
Our foundation-model data catalog draws on Serve’s own sidewalk deployments, including terrain and infrastructure data. It gives teams real-world examples to help train models to understand complex human environments, such as city sidewalks.

Supporting fleets beyond the sidewalk

Serve Physical AI Services already powers thousands of vehicles across a dozen industries, including construction, mining and autonomous trucking, as well as our own sidewalk food delivery fleet.
Bedrock Robotics is one example. It uses Serve Link to connect its machines over Wi-Fi, LTE, 5G and satellite networks.
With Serve Physical AI Services, we’re making the technology behind our own fleets available to more teams building machines for the physical world.
To learn more about Serve’s Physical AI Services, visit serverobotics.com/physical-ai-services.

“Building a robot is only the beginning. Keeping thousands of them connected, learning and improving requires another layer of technology. We’ve put that technology to work in our own fleet. Now we’re opening it to other companies so they can focus on what their robots do, rather than rebuilding the systems around them.”

Ali Kashani, Co-founder and CEO of Serve Robotics.