Variations to discuss
- Product sizes and packaging
- Shelf heights and arrangements
- Stockroom and shop-floor layouts
Recording / Retail & inventory handling
Sorting, shelf organisation and item preparation. Discuss a custom human demonstration collection for your AI training objective.

CAPTURE / THE USEFUL VIEW
Keep the selected product, shelf location and placement decision visible during sorting or replenishment. Include the organisation of the work area while excluding unrelated customers and information outside the agreed brief.
SCOPE / THE RECORDING BRIEF
Variation should serve the research objective. Agree what needs to change between examples and what should stay consistent.
An illustrative capture category; store participation, recording boundaries and product coverage require project agreement.
DELIVERY / DEFINE THE RECORD
A collection is easier to review when each clip connects to the task and the rules behind it. Agree the recording boundaries, relevant context and annotation scope during the pilot.
Tell us what you want recorded. We can discuss the skill, environment, camera setup, annotation and budget in a scoping meeting.