Learn from real experiences how to incorporate successful data-based projects into your organization without disrupting existing processes using and implementing agile procedures. We will show real cases of existing Data Labs that have had a high impact on the businesses of the companies that have implemented them using Big Data technologies. In this talk you will also learn how to manage a Data Lab that includes a mixed team trough LEAN concepts that would help you to be agile and efficient. We will also show the different architecture approaches that you could use to implement the Data Lab concept and how to integrate it into an existing architecture using hybrid approaches that could get the best from the Cloud and On-premises . Finally we will show you the methodology that will allow you to discover the projects that would have more impact on the business and how to accomplish them.