Red Solstice 2: Survivors requires a permanent internet connection. This is because the main HUB is Armory, and we use Steam Lobbies for connectivity. So while parts of the game definitely work while being offline from Steam, it will always stop in Armory.
We are looking into a solution to enable an offline mode.