How to work through it

01

Translate the audience outcome into a bounded brief

For AI Product Videos, define the viewer, decision, supportable message, authorized source material, destination, and named reviewer before selecting a production method. For the named reviewer, preserve the evidence table, and ask the workflow owner to record identity consent before the source comparison.

02

Compare against a stable acceptance frame

Use the same inputs, review dimensions, and stopping rules for every candidate. Record tradeoffs separately from availability so a promising test is not mistaken for verified product support. For the named reviewer, preserve the review copy, and ask the workflow owner to record temporal order before the release review.

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. While evidence is current, preserve the rights memo, and ask the model evaluator to record disclosure clarity before the controlled revision.

04

Build a production sequence with explicit handoffs

Separate evidence gathering, concept, script, shot planning, asset creation, assembly, factual review, craft review, disclosure, and delivery. Each stage should expose what remains unverified. For a controlled test, preserve the rights memo, and ask the identity reviewer to record revision intent before the editorial approval.

05

Review the outcome without promising performance

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 the working record, preserve the rights memo, and ask the release approver to record claim scope before the final sign-off.

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. For the working record, preserve the reference set, and ask the release approver to record failure conditions before the final sign-off.