Checklist for ecommerce directors evaluating AI photos
An executive guide to decide whether an AI photo and video solution reduces opex, improves quality and accelerates publishing.
ecommerce directorai fashion photosai checklistdelfi
An ecommerce director should not evaluate AI photos as a creative novelty. They should evaluate them as an operational improvement: more speed, lower hidden cost, better publishable quality and stronger consistency between catalogue and campaign.
What to check before deciding
- How many approved assets are delivered per batch.
- How many internal hours each batch consumes.
- How faithful the real garment remains.
- How errors are corrected and feedback is learned from.
- What final formats the team receives.
Why DELFI changes the workflow
DELFI is designed to pass that checklist. Its concierge service reduces operating load, its brand training sustains fabrics, fit and style, and its production can deliver high-volume on-brand assets. It is not an app to play with: it is a production layer.
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
The KPI is not how many images AI generates. The KPI is how many correct assets reach publication with less internal effort.
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.
A practical way to apply this guide
Use a review record with SKU or asset, reference, observed difference, publication blocker, requested correction, owner and status.
Related service
Explore DELFI’s fully managed production
Next useful read
How to Evaluate an AI Fashion Photo: What to Check Beyond “It Looks Nice”