It's a big data company doing an amount of traffic per day that exceeds what you can fit in RAM, including those fancy x1.32xl's with 2 TB RAM and a monthly cost of ~$6,000 for a reserved instance.

Yeah, I'm pretty sure we can't simply run it all from a single server.