2. Our Approach
To support Santoni on its data-driven journey and integrate digital and business data, we divided the project into different steps to ensure consistency, quality, and automation:
- Vendor Selection ETL: Identification of ETL platforms with connectors for GA4 and SFCC that can automatically extract, transform, and load data from multiple sources.
- Data Architecture & Validation: Design a cloud-based data warehouse to aggregate sources and apply transformation logic and automatic validation rules to ensure the quality and efficiency of the process.
- Implementation of Dynamic Dashboards: Configuration of a visualization platform that feeds in real time from the data warehouse with interactive views of:
• Ecommerce Overview, on business KPIs by Geographies and channels
• Product Overview, KPIs by product category and gender
• Markdown Overview, analysis of order- and product-level promotions.
- Automation of Daily and Weekly Reports: Creation of scheduled PDF reports, the “Yesterday Report” and “Weekly Report,” from the respective dashboards. These reports provide a recap of key KPIs for the evaluated period, along with a deep dive into the levels of geographic area, product, and traffic sources.