Home > Workload Solutions > Data Analytics > White Papers > Dell Data Lakehouse build Resilient Data Pipelines > Solution Overview and Validation
In this section, we explore the creation of robust data pipelines using DBT, DDAE Trino, and Apache Airflow, pulling data directly from operational systems. These pipelines are designed to handle various data sources like databases and store the resulting data in a data lake using Iceberg tables.
Our focus is on an eCommerce business aiming to boost revenue by understanding customer behavior. Its setup includes a PostgreSQL database running eCommerce operations and an Elasticsearch database collecting clickstream data from user interactions.
Typical eCommerce data points like users, products, orders, and payments are tracked, alongside detailed clickstream data from user clicks. We illustrate setting up and using Dell Data Lakehouse and DDAE, DBT, and Apache Airflow to solve real-world business problems. For instance, creating reports on sales by channel and referral traffic helps in optimizing the customer journey and boosting sales.