sufficient over time as campaigns, platforms, policies, and personnel change.

By replacing ad-hoc disclosure practices and post-hoc reconstruction with a canonical disclosure record, Disclosure Facts compresses ad scrutiny response into a single reference. This reduces escalation, review cycles, and creative constraint while maintaining regulatory sufficiency under scrutiny.