From broken weekly ad emails to BigQuery/dbt-validated feed and CDN checks in Campaign Monitor
Weekly ad emails went out with broken images and mismatched offers as late product swaps and unvalidated feeds slipped through, and image links werent checked. We added a validated product feed and image health monitor, wired fallbacks into templates, and gated sends. Launches stabilized and fixes shrank.

