How to work through it

01

Translate the audience outcome into a bounded brief

For Create Product Videos With AI, define the viewer, decision, supportable message, authorized source material, destination, and named reviewer before selecting a production method. For a reversible workflow, preserve the continuity note, and ask the continuity editor to record control availability before the evidence refresh.

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 a reversible workflow, preserve the input snapshot, and ask the continuity editor to record reversal cost before the delivery pass.

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. Before revision, preserve the claim inventory, and ask the rights reviewer to record human approval before the editorial approval.

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. At handoff, preserve the decision history, and ask the factual editor to record human approval before the scope confirmation.

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. At the next gate, preserve the decision history, and ask the identity reviewer to record claim scope before the scope confirmation.

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. At the next gate, preserve the test fixture, and ask the policy reviewer to record reversal cost before the fallback decision.