Big data is driving transformative changes in traditional data warehousing. Traditional ETL processes and highly structured data schemas are being replaced with schema flexibility to handle all types of data from diverse sources. This allows for real-time experimentation and analysis beyond just operational reporting. Microsoft is applying lessons from its own big data journey to help customers by providing a comprehensive set of Apache big data tools in Azure along with intelligence and analytics services to gain insights from diverse data sources.