To process 1 PB of raw data for AI model training, a scalable Azure architecture is used.Azure Blob Storage is chosen for its scalability, cost-effectiveness, and support for parallel access to files.Azure Data Factory (ADF) orchestrates the data processing workflow efficiently.Azure Batch enables parallel processing with high computational power, processing 1,000 files every 15 seconds using 1,000 VMs.