Key requirements included:
- Standardize setup patterns across multiple product modules and POD teams
- Reduce repeated workflow, audit, and security implementation effort
- Automate manual media plan ingestion from Excel-based workflows
- Create a reusable AI and automation setup that could support taxonomy, campaign management, activation, and governance