Sounds like the remote company wasn't that good at it, or at least the team you were in.

At the very least they should have assigned someone to be your mentor for coming up to speed.

That way you have someone you can ask (and you're aware you should) and you're not just forgotten about and left to you own devices, which is rarely successful.