Real-World Data Infrastructure for Physical AI
Veda Solutions helps Robotics, Embodied AI, Humanoid AI, and Computer Vision companies collect, annotate, process, and deliver high-quality real-world data at scale.
Egocentric & real-world capture
First-person recordings using wearable camera systems for hand-movement, object-interaction, and manipulation capture.
Structured labeling
Detection, segmentation, tracking, keypoints, and activity labeling applied by our in-house annotation team.
Validation pipeline
Filtering, timestamping, metadata labeling, compliance review, and multi-stage dataset quality checks.
Production-ready datasets
Structured, training-ready datasets delivered securely to enterprise cloud environments.
Real-world task recordings
Original first-person footage of kitchen, upholstery, textile, and furniture-care tasks captured in real working environments.
Need Data Annotated? We Can Scale With You.
Veda Solutions provides scalable data annotation services backed by an in-house annotation team and structured quality-control workflows.
We support AI teams that already have datasets and need reliable annotation capacity, as well as clients who need both collection and annotation.
Our in-house team enables direct quality control, project-specific training, workflow management, and rapid scaling based on client requirements.
Industries we support
Collection, annotation, and QA programs built for the teams shipping physical-world intelligence.
Robotics
Manipulation policies, mobile platforms, and dexterous control — collected and annotated to spec.
Humanoid AI
Whole-body coordination data with keypoint and pose annotation for bipedal systems.
Embodied AI
First-person world-model data with action and object-interaction labeling.
Computer Vision
Detection, segmentation, classification, and tracking annotation on real-world footage.
Autonomous Systems
Structured perception datasets with multi-stage validation and QA review.
Industrial Automation
Warehouse, factory, and field workflow capture with task-level segmentation.
Vision-Language-Action Models
Multimodal grounding data pairing egocentric video with action-level labels.
Built like infrastructure, not a service
Scalable workforce
Trained network of 1000+ participants across multiple regions and industry verticals, ready for rapid program expansion.
In-house annotation
25+ in-house annotation professionals working to project-specific guidelines under direct quality control.
QA workflows
Multi-stage validation for hand visibility, manipulation quality, label accuracy, privacy, and metadata integrity.
Fast deployment
Collection and annotation programs spin up within days, not quarters — built for iterative model development.
Explore our data capabilities
Egocentric data collection in India →
First-person task footage recorded in real homes, kitchens and workplaces.
Data formats and delivery →
How datasets are structured, labelled and handed over to your training stack.
Sample egocentric dataset →
See what a delivered dataset package and quality checklist look like.
Egocentric vs teleoperation data →
Choosing the right demonstration data for robot manipulation.
Insights and guides →
Practical guides on collecting and preparing data for physical AI.
Partner network →
Host sites, collection teams and annotation vendors across India.
Have a Data Collection or Annotation Project?
Whether you need real-world data collected, an existing dataset annotated, or an end-to-end data pipeline, Veda Solutions can build and scale the workflow around your requirements.