Disclaimer The opinions expressed herein are my own personal opinions and do not represent my employer's view in anyway.
Checkout this cool video if you want a 4 minute elevator pitch (ok, so a slow elevator).
http://blog.smarx.com/posts/what-is-windows-azure-a-hand-drawn-video
