In a previous role for a very large global organisation I worked from home full time 100% for two years.
Thats the advantage of technology

I think personally it would be very difficult to do this from the start, as person to person interaction is an important part in establishing relationships, trust and respect from your co workers.
However the use of IM, Telco's and Video conferencing makes the more an more possible to operate a virtual work force.