Building the Data Infrastructure
for Physical AI
Teaching Robots Real-World Skills Through Human Data. We capture, label, and deliver real-world human skill datasets for robotics and humanoid AI companies. From Human Skills → Robot Intelligence.
The Bottleneck
Why are robots still clumsy?
- Robots fail not because of hardware, but because of lack of real-world data.
- There is no Google for Physical AI datasets.
- India has massive untapped real-world skill data in factories, homes, workshops, and farms.
Our Solution
Three core services to power the next generation of robotics, creating a seamless pipeline from raw action to artificial intelligence.
Data Capture
Comprehensive data collection across diverse environments.
- Factories, homes, warehouses
- Indian environments
- Cameras, sensors, motion capture
- Teleoperation systems
Data Annotation
High-precision labeling for machine learning models.
- Skill labeling
- Object tagging
- Failure recording
- Action segmentation
Dataset Delivery
Ready-to-train datasets delivered via API or secure transfer.
- Clean datasets
- Synthetic + real mix
- API access
- Custom datasets
Powering Every Industry
Humanoid Robots
Walking, grasping, social interaction
Warehouse Automation
Pick & place, sorting, navigation
Industrial Robotics
Welding, assembly, quality control
Agriculture Robotics
Welding, assembly, quality control
Humanoid Robots
Walking, grasping, social interaction
Warehouse Automation
Pick & place, sorting, navigation
Industrial Robotics
Welding, assembly, quality control
Agriculture Robotics
Welding, assembly, quality control
Inspired by Global Leaders
Trusted by industry pioneers worldwide
How It Works
From a simple request to a fully trained robot. We handle the complexity of the physical world.
Start a ProjectClient tells skill
Robotics company specifies the skill they need (e.g., "folding a shirt").
We design capture
Custom data collection setup tailored to the specific skill requirements.
Humans or robots perform tasks
We collect real-world demonstrations to train models.
Training & deployment
Models are trained and deployed into production systems.
Hardware Ecosystem
Data Collection Hardware
State-of-the-art rigs and systems designed for high-fidelity human skill capture across diverse robotics applications. From humanoid robots to industrial arms, we have the hardware to capture every motion.
Industrial & Collaborative Robot Arms
Quadrupedal Robot
Humanoid Robot
Spatial & Environmental Sensors
Motion Capture Systems
Grippers & End Effectors
UMI/Mobile Manipulation Devices
Vision Systems
Aman Jain
Founder, Nferent AI
We believe the future of robotics will be defined not just by hardware, but by data. At Nferent AI, we are building the data infrastructure for Physical AI by capturing real-world human skills from factories, workshops, and industrial environments.
Our mission is to transform India’s massive skilled workforce into structured datasets that enable robots to learn, adapt, and operate in complex real-world environments.
By building this data layer, we aim to make India a global hub for Physical AI and robotics innovation.
India → Global Robotics Hub
Leveraging India’s massive manufacturing base, diverse environments, and skilled workforce to create the world’s largest repository of physical intelligence data.
Ready to build the future?
Whether you’re a robotics company needing data, or a contributor wanting to earn, join the Physical AI revolution today.
We are dedicated to satisfy clients
Our Latest News
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Ready To Build Power The Future Of Robotics Ai
Get production-ready datasets for robotics and AI synchronized, calibrated, and delivered in your preferred format. Start building smarter automation systems today.