The company that owns and operates Wolfram Alpha is Wolfram Research which is named for Stephen Wolfram, the founder and CEO of Wolfram Research.
As for the Alpha, I do not know. Perhaps it is because it is the first letter of the greek alphabet, and they are "Number 1"?