I wonder if there are multi factors in improving. It's always a deterrent to productivity, naturally. Since I've been on this journey for three years, I've seen the product improve in the sense that it's less impact on productivity. In the beginning days, we had challenges with paying, finding the network, and signing its back-end service in the cloud. However, that's been drastically improved over the years. The other thing we did was allow users to manage their device profiles. So they can either go in and register on Ubiquiti or a phone directly with the user interface now or web interface, and they can also set their default device which they want to use. So they, like Ubiqui working with PingID, tend to be the default of choice. So they set their Ubiquiti to the default device. And then whenever MFA is prompted, they have the Ubiquiti or default device. So that was a great improvement. And the way we implemented PingID, it's the same user interface regardless if you're getting into VPN, the vault applications, or a laptop or desktop. So it's the same user interface to manage profiles centrally on a server. Hence if they change it for one use case, they change it for another.
