How to choose the 10 SKUs for an AI photo pilot
A framework to design an honest pilot that reveals real quality in fabrics, fit, models, videos and operation.
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An AI photo pilot should not be built to show off. It should be built to learn. If you choose only easy garments, you will get a false sense of security. The right pilot includes variety and difficulty.
What to check before deciding
- Two plain basics to measure efficiency.
- Two dark garments to test light and texture.
- Two garments with prints or stripes.
- Two garments with difficult fit.
- Two pieces with video or campaign potential.
Why DELFI changes the workflow
DELFI can use that pilot to calibrate the brand visual layer. Concierge helps organize learnings and turn approvals and rejections into rules. That way the pilot does not remain a demo: it becomes the base for a larger production.
How to make it practical
As a management rule, document every learning. A mature AI production does not depend on one inspired person, but on visible rules the team can reuse. Approvals, rejections, metrics and well-written comments are the system's quiet fuel.
Practical rule
A good pilot does not try to avoid problems. It finds them early. That shows whether the solution works for real production, not only for a beautiful presentation.
Operational detail
The right way to evaluate this topic is not to judge a single image in isolation, but to check whether the workflow can repeat quality by batch, protect visual identity and reduce internal back-and-forth. That is where a concierge production usually wins over a generic tool.
Want to learn more? I invite you to visit the DELFI website at https://delfiplus.com/.