How to work through it
For AI Generate Product Photos, define the viewer, decision, supportable message, authorized source material, destination, and named reviewer before selecting a production method. For this decision, preserve the reference set, and ask the channel editor to record identity consent before the workflow transfer.
Name the audience, source materials, creative constraints, reviewer, and delivery condition first. This makes the workflow actionable without assuming that a product will automate every step. For this decision, preserve the decision history, and ask the factual editor to record claim scope before the rights check.
Identify the exact SKU, approved source angles, scale, material, color, finish, included components, and background rules before creating or editing imagery. Compare every result with the product record and flag illustrative lighting or context. Rendering and photo language does not establish a local generation feature or marketplace acceptance. Record the acceptance decision, evidence gap, reviewer, and next verification trigger in the handoff. Before moving on, preserve the review copy, and ask the workflow owner to record visible continuity before the bounded test.
Separate evidence gathering, concept, script, shot planning, asset creation, assembly, factual review, craft review, disclosure, and delivery. Each stage should expose what remains unverified. While evidence is current, preserve the delivery checklist, and ask the release approver to record destination fit before the acceptance review.
Confirm message clarity, source fidelity, rights, accessibility, channel fit, and an accurate call to action. Do not promise engagement, conversion, approval, or automatic publishing. For a controlled test, preserve the failure note, and ask the source custodian to record source fidelity before the delivery pass.
No affirmative product, model, customer, or performance claim is established by the supplied evidence. Record the source, verification date, claim scope, unresolved gap, and the decision that the evidence can support. Search demand must never be reused as capability proof. For a controlled test, preserve the continuity note, and ask the factual editor to record revision intent before the delivery pass.
