 People have always told me that either you can have cheap and reliable power or clean power and at AutoGrid We are trying to have it all we want the cheap clean and reliable power and that's our mission Working with AutoGrid has been fantastic because of the depth of knowledge That the AutoGrid team has I can't think of a single country or a single region in the world That doesn't face a supply-demand optimization challenge and this product has the potential for becoming that global platform First of all this team can deliver. They can analyze all data streams. They can provide analytics. They can provide forecasting It works. NTT data have partnered with AutoGrid to develop some cutting-edge applications That will allow utilities client base and the consumers of electricity both residential and business to better manage demand And better manage their operations and ideally reduce their their costs of energy So AutoGrid has the opportunity to understand how to model bills, how to model demand charges, how to model demand response events how to model ancillary services programs and Let the customer see a portfolio of these options and which ones they might sign up to participate in The utility that typically you know sent out a truck once a month to read in essence 12 reads a year That now is getting data at one-minute intervals or maybe even more for multiple points from the consumers From their own distribution system potentially from the transmission system all that data again is data that can be taken in by a firm like AutoGrid and processed and then brought back to the utility and used effectively to lower costs and without the ability To analyze that big data. They're going to be in the dark our energy data platform or EDP provides a place for all of this data to be analyzed and we build apps on top of the energy data platform that Utilities can use for actionable insights into their energy information AutoGrid's demand response optimization and management system or drums which is built on top of our energy data platform Helps utility is solve the problem of peak demand access to power Especially cheap and reliable power has been central to the growth of humanity And if you are not able to provide cheap and reliable power, which is also sustainable. We cannot achieve progress anymore