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Serve Physical AI Services

Accelerate growth and reach commercial scale faster and with a field-proven, modular suite of physical AI tools to power your fleet.

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Your foundational backbone for physical AI

Serve Physical AI Services is a suite of essential robotics fleet technologies for any industry, proven and perfected through years of real world deployments, to help robotics companies accelerate their time to market.

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Serve Link

Your eyes, ears, and data bridge for all your bots on the ground

Serve Link is the connective foundation enabling any kind of physical AI across any industry, from food delivery to forestry, ensuring your fleet is always reachable, no matter the location, network quality, or conditions.

From task management to unit status to remote assistance for exception handling, data collection, and hard example mining, Link provides the most reliable, lowest latency connectivity layer that gives companies complete confidence supervising, commanding, and controlling their fleets.

Learn more

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Key benefits

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Super dependable

You stay confidently connected to command and control your fleet, no matter the network conditions.

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Super fast

Ultra-low latency, lightspeed glass-to-glass streaming means you have complete visibility with minimal possible lag time.

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Supercharged supervision

Maintain rock-solid supervision of your fleet at scale, whether it’s deployed next door, across the ocean, or both.

Key features

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Bandwidth optimization

Proprietary bandwidth optimization technology predicts optimal transmission logic and avoids buffering, ensuring real-time supervision.

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Bonded connectivity

Bonded connectivity delivers the best possible performance across any and all available links (4G, 5G, WiFi, satellite, private cellular).

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Elegant, turnkey software

Elegant, turnkey software minimizes latency, processing time, and compute overhead. It runs on almost any hardware, giving it off-the-shelf ease for any industry.

Learn more

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Serve Data Curator

Turn your real-world data into your next leap in autonomy

Serve Data Curator turns petabytes of sensor inputs into the data your physical AI models need to improve. Search and visualize fleet data to surface relevant scenarios, investigate failures, and uncover long-tail edge cases. Built from Serve’s experience operating a scaled fleet of robots in complex, real-world environments, it helps teams spend less time combing through recordings and more time improving autonomy.

Turn those discoveries into focused datasets for training and evaluation. Integrated annotation and connections to ML workflows reduce the manual work between identifying useful examples and putting them to use. Close the loop by using model performance to guide what you curate, collect, and simulate next.

Serve Data Curator allows your AI engineers to spend their time building models, not hunting for needles in haystacks.

\n Learn more \n

Serve Data Catalog

Our field data at your fingertips

Get access to millions of hours of real-world data from real robots roaming the streets. From topographical data to infrastructure intel, Serve robots capture rich datasets from live deployments across the country, while always respecting local laws and the privacy of those in proximity to the robots.

\n Learn more \n

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Scale faster, build smarter

Top-shelf technology, off-the-shelf ease

With a modular, plug-and-play toolset designed to help companies turbocharge their robot and AV fleet deployments, Serve Physical AI Services provides the essential foundations to help you work smarter, and bring your offering to market faster.

\n Learn more \n

Bypass building the basics yourself

Serve Physical AI Services provides you with the bread-and-butter functionalities needed for fast, safe, and efficient scaling. From always-on connectivity to sophisticated data curation, you get the enterprise-grade data transport and connectivity infrastructure you need to build your own technology.

Fasttrack deployment so you can focus on the tough stuff

Building foundational infrastructure yourself can take valuable engineering time away from solving your business’ core problems. Serve Physical AI Services lets you save time and allocate resources to perfecting your secret sauce rather than reinventing the wheel.

Proven in the real world

Serve Physical AI Services has been proven and perfected by thousands of robots operating daily on sidewalks and hospitals across the country, equipping companies with access to a vast data set and practical tools to help get your fleet ready for the field.

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Field-tested by thousands of robots

Serve Link is already trusted by companies across industries

Sidewalk delivery
Construction
Logistics
Forestry
Autonomous trucks
Defense and humanitarian demining
Motorsport
Underwater exploration
Mining
Humanoid Robotics
Street Sweeping
Agriculture

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Supercharge your go-to-market

Get started supercharging your scaling into tomorrow and beyond.

\n Learn more \n

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Serve Physical AI ServicesServe Physical AI Services

Serve Physical AI Services