Quality

Quality is part of the data product

Submitted volume is not delivery. Each submission passes technical, visual and compliance review before it counts towards an approved hour.

Resolution, frame rate, orientation, audio and file integrity.

Hands visible, task identifiable, correct point of view, framing.

Privacy, safety and protocol adherence checks.

Camera, framing, privacy, safety, duration, mismatch, corruption.

Approval rate tracked per contributor, task, company, location and project.

Every review, reviewer and decision is recorded.

Pipeline

Six controlled stages

Acceptance criteria

Define the task, the environment and the acceptance criteria — we operate the rest.