Specialized in Physical AI annotation — Robotics, autonomous systems & embodied AI training data

Specialized in Physical AI annotation

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THE HUMAN EDGE AT SCALE FOR PHYSICAL AI

Physical AI that

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the real world.

Meet SmartOne AI, your human-powered data annotation partner for Physical AI.
We help you build technology that understands physics, causalities and constraints.

Meet SmartOne AI, your human-powered data annotation partner for Physical AI. We help you build technology that understands physics, casualities and constraints.

Start a Free POC

Our trusted partners

WHY PHYSICAL AI IS DIFFERENT

AI-Ready Data Services

SmartOne.ai uses advanced automation combined with expert human insight (Human-in-the-Loop), to ensure your data (text, images, audio, or video) is precisely categorized, classified and annotated.

Synthetic Data

Computer Vision

NLP

Data procurement and more

Learn More

WHY PHYSICAL AI IS DIFFERENT

AI-Ready Data Services

SmartOne.ai uses advanced automation combined with expert human insight (Human-in-the-Loop), to ensure your data (text, images, audio, or video) is precisely categorized, classified and annotated.

Synthetic Data

Computer Vision

NLP

Data procurement and more

Learn More

WHY PHYSICAL AI IS DIFFERENT

AI-Ready Data Services

SmartOne.ai uses advanced automation combined with expert human insight (Human-in-the-Loop), to ensure your data (text, images, audio, or video) is precisely categorized, classified and annotated.

Synthetic Data

Computer Vision

NLP

Data procurement and more

Learn More

Physical AI Development

Specialized Data Services for Every Stage of AI Development

Synthetic Data
We provide AI organizations with synthetic data that mirrors real-world conditions, without the challenges of acquiring, annotating, or managing sensitive data.
Discover Synthetic Data
Physical AI Data Annotation
Turn raw sensor data into training-ready datasets for embodied intelligence. Our end-to-end labeling solutions accelerate model development across any robot, device, or sensing modality.
Discover Physical AI
Data Labeling for AI
Turn raw data into AI-ready datasets effortlessly. Our end-to-end data labeling solutions save your team time and accelerate model training across any industry or modality.
Discover Data Labeling for AI
Smart Edge Specialists
Innovating at the edge requires specialized skills. Smart Edge Specialists empower your team to focus on strategy while we handle complex technical challenges in AI, IoT, and next-generation technologies.
Discover Smart Edge Specialists
Synthetic Data
We provide AI organizations with synthetic data that mirrors real-world conditions, without the challenges of acquiring, annotating, or managing sensitive data.
Discover Synthetic Data
Physical AI Data Annotation
Turn raw sensor data into training-ready datasets for embodied intelligence. Our end-to-end labeling solutions accelerate model development across any robot, device, or sensing modality.
Discover Physical AI
Data Labeling for AI
Turn raw data into AI-ready datasets effortlessly. Our end-to-end data labeling solutions save your team time and accelerate model training across any industry or modality.
Discover Data Labeling for AI
Smart Edge Specialists
Innovating at the edge requires specialized skills. Smart Edge Specialists empower your team to focus on strategy while we handle complex technical challenges in AI, IoT, and next-generation technologies.
Discover Smart Edge Specialists
Synthetic Data
We provide AI organizations with synthetic data that mirrors real-world conditions, without the challenges of acquiring, annotating, or managing sensitive data.
Discover Synthetic Data
Physical AI Data Annotation
Turn raw sensor data into training-ready datasets for embodied intelligence. Our end-to-end labeling solutions accelerate model development across any robot, device, or sensing modality.
Discover Physical AI
Data Labeling for AI
Turn raw data into AI-ready datasets effortlessly. Our end-to-end data labeling solutions save your team time and accelerate model training across any industry or modality.
Discover Data Labeling for AI
Smart Edge Specialists
Innovating at the edge requires specialized skills. Smart Edge Specialists empower your team to focus on strategy while we handle complex technical challenges in AI, IoT, and next-generation technologies.
Discover Smart Edge Specialists
Synthetic Data
We provide AI organizations with synthetic data that mirrors real-world conditions, without the challenges of acquiring, annotating, or managing sensitive data.
Discover Synthetic Data
Physical AI Data Annotation
Turn raw sensor data into training-ready datasets for embodied intelligence. Our end-to-end labeling solutions accelerate model development across any robot, device, or sensing modality.
Discover Physical AI
Data Labeling for AI
Turn raw data into AI-ready datasets effortlessly. Our end-to-end data labeling solutions save your team time and accelerate model training across any industry or modality.
Discover Data Labeling for AI
Smart Edge Specialists
Innovating at the edge requires specialized skills. Smart Edge Specialists empower your team to focus on strategy while we handle complex technical challenges in AI, IoT, and next-generation technologies.
Discover Smart Edge Specialists

Synthetic Data
We provide AI organizations with synthetic data that mirrors real-world conditions, without the challenges of acquiring, annotating, or managing sensitive data.
Discover Synthetic Data
Physical AI Data Annotation
Turn raw sensor data into training-ready datasets for embodied intelligence. Our end-to-end labeling solutions accelerate model development across any robot, device, or sensing modality.
Discover Physical AI
Data Labeling for AI
Turn raw data into AI-ready datasets effortlessly. Our end-to-end data labeling solutions save your team time and accelerate model training across any industry or modality.
Discover Data Labeling for AI
Smart Edge Specialists
Innovating at the edge requires specialized skills. Smart Edge Specialists empower your team to focus on strategy while we handle complex technical challenges in AI, IoT, and next-generation technologies.
Discover Smart Edge Specialists
Synthetic Data
We provide AI organizations with synthetic data that mirrors real-world conditions, without the challenges of acquiring, annotating, or managing sensitive data.
Discover Synthetic Data
Physical AI Data Annotation
Turn raw sensor data into training-ready datasets for embodied intelligence. Our end-to-end labeling solutions accelerate model development across any robot, device, or sensing modality.
Discover Physical AI
Data Labeling for AI
Turn raw data into AI-ready datasets effortlessly. Our end-to-end data labeling solutions save your team time and accelerate model training across any industry or modality.
Discover Data Labeling for AI
Smart Edge Specialists
Innovating at the edge requires specialized skills. Smart Edge Specialists empower your team to focus on strategy while we handle complex technical challenges in AI, IoT, and next-generation technologies.
Discover Smart Edge Specialists
Synthetic Data
We provide AI organizations with synthetic data that mirrors real-world conditions, without the challenges of acquiring, annotating, or managing sensitive data.
Discover Synthetic Data
Physical AI Data Annotation
Turn raw sensor data into training-ready datasets for embodied intelligence. Our end-to-end labeling solutions accelerate model development across any robot, device, or sensing modality.
Discover Physical AI
Data Labeling for AI
Turn raw data into AI-ready datasets effortlessly. Our end-to-end data labeling solutions save your team time and accelerate model training across any industry or modality.
Discover Data Labeling for AI
Smart Edge Specialists
Innovating at the edge requires specialized skills. Smart Edge Specialists empower your team to focus on strategy while we handle complex technical challenges in AI, IoT, and next-generation technologies.
Discover Smart Edge Specialists
Synthetic Data
We provide AI organizations with synthetic data that mirrors real-world conditions, without the challenges of acquiring, annotating, or managing sensitive data.
Discover Synthetic Data
Physical AI Data Annotation
Turn raw sensor data into training-ready datasets for embodied intelligence. Our end-to-end labeling solutions accelerate model development across any robot, device, or sensing modality.
Discover Physical AI
Data Labeling for AI
Turn raw data into AI-ready datasets effortlessly. Our end-to-end data labeling solutions save your team time and accelerate model training across any industry or modality.
Discover Data Labeling for AI
Smart Edge Specialists
Innovating at the edge requires specialized skills. Smart Edge Specialists empower your team to focus on strategy while we handle complex technical challenges in AI, IoT, and next-generation technologies.
Discover Smart Edge Specialists

WHY PHYSICAL AI IS DIFFERENT

Physical AI Demands More Than Standard Computer Vision

Unlike traditional 2D image labeling, Physical AI systems interact with the real world—where mistakes have consequences. Robots navigating warehouses, autonomous vehicles on highways, and humanoid robots in human spaces require data annotation that understands:

3D spatial reasoning

Not just what objects are, but where they are in space

Temporal dynamics

How objects move, behave, and interact over time

Sensor fusion complexity

Reconciling camera, LiDAR, radar, and IMU data into coherent understanding

Safety-critical precision

Edge cases aren't curiosities, they're mission-critical

That's where we come in. We're not a commoditized labeling shop. We're robotics domain specialists who understand the physics, causality, and real-world constraints that make Physical AI different.

Learn more

Who we are

How we work

1. Discovery & Scoping

We analyze your data, use case, and accuracy requirements to design the optimal annotation workflow.

2. Pilot Project (Free POC)

Start with a small proof-of-concept to validate quality, turnaround time, and fit—no commitment required.

3. Team Training & Ramp-Up

We train dedicated annotators in your domain, tools, and edge cases. You get consistent quality from specialists, not generalists.

4. Scale & Iterate

Flexible capacity from hundreds to millions of annotations. Continuous feedback loops and quality monitoring at every stage.

Start a Free POC

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Case Studies

Browse Case Studies

about us

Why choose SmartOne.ai?

People first

At SmartOne.ai, “people first” means fostering a collaborative and empowering environment for our team, clients, and partners. By prioritizing human insight alongside innovation, we aim to build a future where together we unlock endless possibilities for growth and progress.

Exceptional Value

SmartOne.ai recognizes that the most advanced Enterprise and AI initiatives are powered by the highest quality data. With the best pricing on the market, it is hard to find better value for your data optimization, organization and categorization.

Trusted Partners

We partner with leading global brands, delivering data annotation and technology workforce services that drive innovation across industries such as technology, agriculture, manufacturing, e-commerce, healthcare, retail, finance and more.

Learn More About Us

CLIENT TESTIMONIALS

Clients testimonials

“We are very satisfied with the collaboration with SmartOne. The team has been responsive, deadlines have been met, and the annotations are of good quality. I will not hesitate to turn to them again for my future annotation projects.”
Lucas Nacsa
CEO of Neovision
“We have called on SmartOne to support us in our audio data labeling project. We are very delighted with the level of expertise provided by the team whether it was on the technical consulting aspects or regarding the implementation.”
Jenny Ambukiyenyi
Onya Co-Founder & MD
"SmartOne has been a cornerstone for the success of our computer vision solution, thanks to their high-quality image annotation services. It is always a pleasure to work with them; thanks to the flexible, professional team members who are responsive to our ever-changing needs."
Omer Sedes
R&D Director
“We are very satisfied with the collaboration with SmartOne. The team has been responsive, deadlines have been met, and the annotations are of good quality. I will not hesitate to turn to them again for my future annotation projects.”
Lucas Nacsa
CEO of Neovision
“We have called on SmartOne to support us in our audio data labeling project. We are very delighted with the level of expertise provided by the team whether it was on the technical consulting aspects or regarding the implementation.”
Jenny Ambukiyenyi
Onya Co-Founder & MD
"SmartOne has been a cornerstone for the success of our computer vision solution, thanks to their high-quality image annotation services. It is always a pleasure to work with them; thanks to the flexible, professional team members who are responsive to our ever-changing needs."
Omer Sedes
R&D Director
“We are very satisfied with the collaboration with SmartOne. The team has been responsive, deadlines have been met, and the annotations are of good quality. I will not hesitate to turn to them again for my future annotation projects.”
Lucas Nacsa
CEO of Neovision
“We have called on SmartOne to support us in our audio data labeling project. We are very delighted with the level of expertise provided by the team whether it was on the technical consulting aspects or regarding the implementation.”
Jenny Ambukiyenyi
Onya Co-Founder & MD
"SmartOne has been a cornerstone for the success of our computer vision solution, thanks to their high-quality image annotation services. It is always a pleasure to work with them; thanks to the flexible, professional team members who are responsive to our ever-changing needs."
Omer Sedes
R&D Director
“We are very satisfied with the collaboration with SmartOne. The team has been responsive, deadlines have been met, and the annotations are of good quality. I will not hesitate to turn to them again for my future annotation projects.”
Lucas Nacsa
CEO of Neovision
“We have called on SmartOne to support us in our audio data labeling project. We are very delighted with the level of expertise provided by the team whether it was on the technical consulting aspects or regarding the implementation.”
Jenny Ambukiyenyi
Onya Co-Founder & MD
"SmartOne has been a cornerstone for the success of our computer vision solution, thanks to their high-quality image annotation services. It is always a pleasure to work with them; thanks to the flexible, professional team members who are responsive to our ever-changing needs."
Omer Sedes
R&D Director

Ready to Build Physical AI That Works in the Real World?

Start with a free proof-of-concept. No commitment. No generic proposals. Just your data, our specialists, and measurable quality metrics.

Start a Free POC

Talk to an Expert

Ready to Build Physical AI That Works in the Real World?

Start with a free proof-of-concept. No commitment. No generic proposals. Just your data, our specialists, and measurable quality metrics.

Start a Free POC

Talk to an Expert

Ready to Build Physical AI That Works in the Real World?

Start with a free proof-of-concept. No commitment. No generic proposals. Just your data, our specialists, and measurable quality metrics.

Start a Free POC

THE HUMAN EDGE AT SCALE FOR PHYSICAL AI

THE HUMAN EDGE AT SCALE FOR PHYSICAL AI

Physical AI that

Physical AI that

understands

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c

e

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v

e

s

understands

p

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r

c

e

i

v

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s

understands

p

e

r

c

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i

v

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s

the real world.

the real world.

Our trusted partners

WHY PHYSICAL AI IS DIFFERENT

AI-Ready Data Services

Synthetic Data

Computer Vision

NLP

Data procurement and more

WHY PHYSICAL AI IS DIFFERENT

AI-Ready Data Services

Synthetic Data

Computer Vision

NLP

Data procurement and more

WHY PHYSICAL AI IS DIFFERENT

AI-Ready Data Services

Synthetic Data

Computer Vision

NLP

Data procurement and more

Physical AI Development

Physical AI Development

Specialized Data Services for Every Stage of AI Development

Smart Edge Specialists

Innovating at the edge requires specialized skills. Smart Edge Specialists empower your team to focus on strategy while we handle complex technical challenges in AI, IoT, and next-generation technologies.

Physical AI Data Annotation

Turn raw sensor data into training-ready datasets for embodied intelligence. Our end-to-end labeling solutions accelerate model development across any robot, device, or sensing modality.

Data Labeling for AI

Turn raw data into AI-ready datasets effortlessly. Our end-to-end data labeling solutions save your team time and accelerate model training across any industry or modality.

Synthetic Data

Gain access to SmartOne.ai’s pool of software development resources quality development at competitive pricing

Smart Edge Specialists

Innovating at the edge requires specialized skills. Smart Edge Specialists empower your team to focus on strategy while we handle complex technical challenges in AI, IoT, and next-generation technologies.

Physical AI Data Annotation

Turn raw sensor data into training-ready datasets for embodied intelligence. Our end-to-end labeling solutions accelerate model development across any robot, device, or sensing modality.

Data Labeling for AI

Turn raw data into AI-ready datasets effortlessly. Our end-to-end data labeling solutions save your team time and accelerate model training across any industry or modality.

Synthetic Data

Gain access to SmartOne.ai’s pool of software development resources quality development at competitive pricing

Smart Edge Specialists

Innovating at the edge requires specialized skills. Smart Edge Specialists empower your team to focus on strategy while we handle complex technical challenges in AI, IoT, and next-generation technologies.

Physical AI Data Annotation

Turn raw sensor data into training-ready datasets for embodied intelligence. Our end-to-end labeling solutions accelerate model development across any robot, device, or sensing modality.

Data Labeling for AI

Turn raw data into AI-ready datasets effortlessly. Our end-to-end data labeling solutions save your team time and accelerate model training across any industry or modality.