Data coming from multiple sources systems such as ERP, CRM and third party data has been exploding in volume with additional telemetry being provided by all platforms. Business users have started expecting real time data as opposed to the monthly/weekly/daily updates. Data is no longer being used just for bean counting; it is being used to take action in real time and all this needs a single source of truth, the data warehouse.