Module / Topic: Data & Analytics

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Specialty Retailer: GCP-Based Customer Analytics Platform
A specialty retailer rebuilt its customer analytics platform on Google Cloud (BigQuery + Vertex AI). Personalization model accuracy up 34%; campaign ROAS up 22%.
3PL Logistics Co: Predictive Demand Models Cut Stockouts 41%
A 3PL logistics company built ML-based demand forecasting across 12,000 SKUs. Stockouts dropped 41%; carrying-cost optimization saved $14M annually.
Energy Company: 60+ Real-Time Dashboards Drive Operational Decisions
A diversified energy company built 60+ real-time operational dashboards on Snowflake + Power BI. Decision velocity up 3×, $22M annual cost avoidance.