Captured in Unsimulated Environments
These are not simulations. Every frame is recorded during actual, high-stakes trade jobs in unsimulated residential and utility environments. This is the rarest form of training data—representing the "messy" reality that your models will face in the real world.
We don’t just capture motion; we capture intent. Every dataset is produced by a licensed professional with over 10 years of experience, ensuring 100% technical accuracy.
Synchronized multimodal streams (Video + Narrated Audio) provide the reasoning logic necessary for advanced imitation learning.
All data is captured under a valid California C20 HVAC Contractor License (held since 2012).
We solve the industry's biggest hurdle by providing 100% legally obtained and fully anonymized data, removing all ethical and liability risks for AI labs.
All human faces appearing in the frame (technicians, clients, or bystanders) are automatically detected and blurred.
Any sensitive documents, ID cards, or personal paperwork visible in the environment are masked.
Specific house numbers, street signs, or identifiable vehicle license plates are removed or blurred to protect the privacy of the collection site.
Background conversations unrelated to the technical task are filtered, leaving only the expert's technical narration.