A very interesting innovation in data virtualization. Sramana Mitra: Let's start by introducing our audience to yourself as well as your company. Vinay Samuel: I'm the CEO and Founder of Zetaris. We are changing the way data analysis is done in large enterprises. The traditional model is to collect data from different source systems across the enterprise and the internet and bring it into a data warehouse or data lake. What Zetaris has done is change that model. Rather than bringing data to a central point, why not publish a query to wherever the data is and then join the answers to those in real-time to enable what we call a virtual data warehouse or a virtual data lake? If you don't have to centralize data, you take away months, if not years, in the preparation time for analytical projects. You greatly reduce the data quality issues that are created when you do a typical data lake or data warehouse project. You bring down the the cost of migrating data either to the