A controlled path from specification to delivery
The operating model is designed to expose feasibility, quality risks, and acceptance requirements before production scale.
Five controlled stages from scope to delivery
Each stage defines ownership, inputs, review points, and outputs so issues are corrected before they reach final delivery.
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Requirement and feasibility review
Confirm modality, geography, participant profile, task taxonomy, devices, recording conditions, metadata and commercial-use requirements.
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Protocol and pilot design
Translate the specification into field instructions, capture configurations, naming rules, sample sizes and review checkpoints.
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Sample validation
Review representative captures for task visibility, camera placement, audio or video quality, file integrity and metadata completeness.
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Controlled scale-up
Expand recruitment and production only after feedback is incorporated, with batch-level tracking and issue escalation.
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QA, packaging and delivery
Run agreed validation checks, organize files and metadata, document known limitations and prepare the approved delivery structure.