Every office in the world is equipped for that these days, and it's how I do almost all of mine being as I work remotely for a Swiss team but I'm based in the UK. You either dial into a conference bridge, or you use something like Lync or Skype to do it from your PC.
It doesn't work for *every* meeting, but it is workable for most.