Yeah. I think it was already installed on my phone so you should have it as well. When you go to your list of aps it's just called Latitude.
If you don't see it, open Maps > then click the settings button (far left key) > then Latitude pops up bottom center. You need to send out invites to your friends using their email address. I think it works with any email, but I used my gmail.