The Problem
For robotics, autonomy, and industrial AI, bad data means unusable models.
Synthetic data doesn't generalize
Simulations lack the chaos and noise of the real world.
Stale datasets
Open datasets don't reflect current, changing environments.
Messy sensor data
Unstructured logs take months to clean before training.
No real-world access
Developers lack access to factories and fields for collection.
Slow pipelines
Manual processing blocks iteration speed for months.
Our Solution
Collect
Real-world data from the field using proprietary hardware.
Automate
Automated acquisition pipelines and sensor sync.
Process
Clean, structure, label, and version datasets automatically.
Deliver
Training-ready data delivered fast to your models.
What sets ProData apart.
We don't just scrape the web. We build hardware, deploy to the edge, and capture ground truth.
Proprietary Data-Collection Hardware
We build purpose-designed hardware for Vision (RGB, depth), Motion, and Environmental sensing. This lets us capture high-signal, synchronized data—not generic logs.
Access to Real-World Environments
Direct access to factories, facilities, roads, and warehouses. We don't wait for customers to 'find data.' We have deployment-ready rigs and repeatable setups.
Automated Acquisition & Prep
End-to-end automation for sensor sync, metadata, alignment, and labeling. We turn months of cleaning into days of training.
Fresh, Accurate, Model-Ready
Continuously updated datasets aligned with actual deployment conditions to improve model convergence and robustness.
Who We Serve
- Robotics & Manipulation
- Autonomous Systems
- Industrial Automation
- Edge AI & Embodied Intelligence
- Simulation-to-Real Transfer
- Safety-Critical AI Systems