Our Services
Complete Physical AI
Data Solutions
Nferent AI offers end-to-end Physical AI Data Collection Services for Physical AI and robotics teams looking to build high-quality training datasets at scale. Our team also assists with building World Models for robot simulation and planning, following proven Sim to real or Simulate then Procure methodologies.
Core Services
Three core services to power the next generation of robotics, creating a seamless pipeline from raw action to artificial intelligence. You get a hands on, expert-managed approach to acquiring the real-world data your robotics and AI models need without building in-house infrastructure.
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
Data Capture
Capture Real-World Skills
We set up professional-grade capture systems in diverse environments—factories, homes, warehouses—to record human skills with high fidelity. Our teleoperation systems and multi-sensor rigs ensure every movement is captured accurately.
- Multi-camera synchronized recording
- Depth sensors and IMU tracking
- Motion capture suit integration
- Real-time data validation
Data Annotation
Precision Labeling at Scale
Our expert annotation team uses AI-assisted tools to label datasets with precision. We handle skill taxonomy labeling, object detection, action segmentation, and failure case marking to create production-ready datasets.
- Skill taxonomy labeling
- Object detection & tracking
- Action segmentation
- Quality assurance checks
Dataset Delivery
Ready-to-Train Datasets
We deliver clean, structured datasets optimized for machine learning. Access via API, secure transfer, or custom integration. Mix of synthetic and real data for robust model training.
- Clean, validated datasets
- Synthetic + real data mix
- API access & webhooks
- Custom format support
Hardware Ecosystem
Data Collection Hardware
Physical AI Data Collection Hardware for high-fidelity embodied AI data collection from Humanoid Robots to industrial arms. Our robotics data capture tools (data gloves, teleoperation rigs) record every motion, powering VLA models and Sim-to-real workflows.
Industrial & Collaborative Robot Arms
Quadrupedal Robot
Humanoid Robot
Spatial & Environmental Sensors
Motion Capture Systems
Grippers & End Effectors
UMI/Mobile Manipulation Devices
Vision Systems
Additional Services
Explore our comprehensive service offerings tailored to your needs.
Data Capture
Accurate and Efficient Data Acquisition
We specialize in collecting high-quality data from various sources, ensuring accuracy and relevance for your projects. Our methods are designed for efficiency and scalability, providing you with the raw material needed for insightful analysis.
- Web Scraping, Document Digitization, Sensor Data Collection, Manual Data Entry, API Integration
Data Annotation
Precise Labeling for Machine Learning
Our expert annotators provide precise and consistent labeling for all types of data, including images, videos, text, and audio. This meticulous annotation is crucial for training robust and accurate AI and machine learning models.
- Image Bounding Boxes, Semantic Segmentation, Text Classification, Audio Transcription, Video Object Tracking, 3D Point Cloud Annotation
Dataset Delivery
Seamless Integration of Your Prepared Data
We ensure your processed and annotated data is delivered securely and in your preferred format, ready for immediate integration into your systems and workflows. Our delivery solutions are reliable and tailored to your specific needs.
- Custom API Integration, Cloud Storage Delivery, Secure FTP Transfer, Data Format Conversion, Real-time Data Streams
Ready to transform
your Data?
Let’s discuss how our services can accelerate your robotics and AI initiatives.
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.