End-to-End Marketing Mix Model Architecture: From Data Pipeline to Optimization API

A comprehensive guide to deploying production-ready Marketing Mix Models—covering data ingestion, model training, cloud deployment, and real-time optimization APIs for budget allocation

Cyril Noirot

October 15, 2025