AI video brand safety is partly a creative question and partly an operational one. A team needs to prevent uses that violate a contributor's limits, a client brief, provider rules, or its own policy.
Translate policy into checks a product can perform
Define prohibited categories, restricted brands, deceptive contexts, and escalation conditions in terms that a request form can collect. A policy that only exists in a PDF cannot reliably stop an incompatible request at the point where a user selects an asset.
Keep hard prohibitions separate from contributor preferences and provider rules. Some restrictions should never be user-editable. A flagged request may require a trained human review rather than a simplistic keyword match.
Evaluate context, not only the prompt
The final context includes the script, product, surrounding claims, placement, audience, and apparent endorsement. A safe-looking prompt can produce an unsafe or misleading result when paired with a campaign message or editing choice.
Use pre-production review, output review, and a report path for people who recognize misuse. Rule-based screening can catch some explicit terms but is not comprehensive moderation. Communicate the limits of each control to the teams relying on it.
Keep approvals tied to the exact use
Record which asset, client, campaign, model, and scope were evaluated. A decision about one context should not automatically authorize a new brand, territory, or content category.
When a request falls outside terms, block it and name the relevant restriction. Do not let production move ahead on an undocumented promise to clean up the issue later.
Plan escalation and accountability
Name who can pause a campaign, investigate a report, notify a client, and preserve evidence. Define service levels and after-hours coverage for high-impact issues. Test the path with realistic examples rather than relying on the existence of a report button.
Approved.video is designed to connect rights status and limits with the applications teams operate. It does not replace a provider's moderation or review process, and external review actions require an authorized provider integration.
CLARIFICATIONS
Questions & answers
Can AI video brand safety be fully automated?
No single rule set reliably understands every context. Use layered checks, clear human escalation, and provider controls with documented limits.