Yes. So great. So let me generally speak about the 9, right? 2 of them are more advanced and they are in the ESS realm. But among the 9, there is both ESS and commercial mobility customers, and it's both LFP, but predominantly LFP batteries but also NMC based batteries. So, that's why we're also excited about the cobalt agreement with Glencore. So, generally speaking, the process is as is with conventional batteries, you go through the ABCD cycle. We already have the opportunity to provide, of course based off on the 24M process, but also sample cell not only from 24M but also from select sister or brother licensees that we have in Asia. And we have also strengthened our relationships with them. And then as the Customer Qualification Plant comes online, we will obviously go further into the ABCD, SOP kind of qualification process with batteries produced on site. So, the general nature of the qualification process in the ESS space and in the commercial mobility space is generally shorter and quicker than that of the automotive space, even though there are initiatives ongoing in the EV space as well, to try to shorten the timeline for the qualification processes, and that is done through a combination of materials, but also through advanced, let's call it algorithmic data modeling and sort of early monitoring of cycle life and performance metrics on the cells that they come out of production. And the sort of final thing I'd like to say about that is, I think it's fair to assume that the 24M production platform is a faster production platform, which allows us to iterate faster and also allows us to generate data quicker. So, over time we do believe that this technology could also enable us to actually shorten the qualification timelines by providing data and comfort around the solutions earlier and quicker than that has been the norm in the conventional technology today. So again, 9 customers, ESS, commercial mobility, but in the 25 top customer prospects that come on top of that all under NDA and all in technical review and discussions as we speak. This also pertains to the EV industry. So, we are quite excited about the development, and looking forward to keeping our investors and of course the broader constituency updates about progress on the customer side as we move towards the end of the year.