Complex Analytics Architecture
The existing environment relied on multiple Azure services, including Azure Synapse Analytics, Azure Data Factory, Azure Data Lake Storage, SQL Pools, Spark Pools, and Power BI. Managing and monitoring these services introduced significant operational overhead and increased platform complexity.