Integrate takes a holistic, forward-looking approach to the automation and governance of actuarial modeling and reporting. Powered by Microsoft Azure, Integrate reimagines the relationship between people, processes, and technology and unlocks the full potential of actuarial staff. It takes advantage of Azure for complex computational tasks, and leverages services such as Azure Data Factory and Azure HDInsight to automate Extract, Transform, and Load (ETL) processes and crunch big data. In 2011, Milliman debuted integrate, a cloud-based system that reimagines the relationships between people, process and technology to manage risk and maximize efficiencies. At the core of this industry-changing product is MG-ALFA, a system that has been widely used by the global life insurance market for more than 20 years.