Useful data needs context.

Minimum standard

• Define the robot task before collection starts.
• Capture the place, timing, hardware, operator context, and schema with the media.
• Use permissioned locations and clear usage rights.
• Review samples for privacy, quality, missing context, and weak recordings.
• Deliver data with metadata that robotics teams can actually use.

Why it matters

Robotics teams need data that explains what happened, where it happened, what the task was, and which signals are reliable enough for training or evaluation.

Program design

Before capture, we align on the task, site constraints, hardware, metadata, privacy rules, expected volume, and delivery format.