Why is a specific website timing out everytime?

I’m trying to access a particular website that always times out from my office, but I can reach it from anywhere else. What could be the problem and how could I fix it? I tried a DNS flush and that didn’t help. I’m pretty sure my company is not filtering it as I can reach any other site without problem.