How to work through it

01

Start from verified product facts and approved assets

Identify the exact product variant, observable attributes, approved claims, source images, usage context, and destination requirements. Treat missing product evidence as a blocking gap. While evidence is current, preserve the control log, and ask the source custodian to record evidence freshness before the final sign-off.

02

Plan the handoff before producing assets

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 the named reviewer, preserve the claim inventory, and ask the delivery owner to record visible continuity before the reversible handoff.

03

Build the commerce sequence from the verified product record

Map each scene to an approved product fact, audience question, usage condition, or accurate next step. Preserve variant, packaging, color, scale, and included-item fidelity across the sequence. Keep storefront integration, catalog publishing, price, inventory, and platform acceptance outside the claim boundary unless separately verified and dated. Record the acceptance decision, evidence gap, reviewer, and next verification trigger in the handoff. For a reversible workflow, preserve the failure note, and ask the model evaluator to record format readiness before the production checkpoint.

04

Plan a product sequence that preserves fidelity

Move from context to legible product detail, demonstrate only supportable behavior, and close with an accurate next step. Flag any stylization that could alter color, scale, packaging, included items, or function. For the working record, preserve the input snapshot, and ask the model evaluator to record claim scope before the acceptance review.

05

Validate the listing and handoff

Compare visuals and narration with the approved product record, check marketplace specifications and disclosure, and keep catalog publishing outside the workflow unless independently verified. Before moving on, preserve the review copy, and ask the release approver to record temporal order before the controlled revision.

06

Keep the evidence ledger attached to the decision

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. Before moving on, preserve the handoff draft, and ask the workflow owner to record failure conditions before the controlled revision.