Checklist for ecommerce directors evaluating AI photos

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

1. How many approved assets are delivered per batch.
2. How many internal hours each batch consumes.
3. How faithful the real garment remains.
4. How errors are corrected and feedback is learned from.
5. 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 more than 1k 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.

Want to learn more? I invite you to visit the DELFI website at https://delfiplus.com/.