The England coach officially opened the 44-acre complex at Edgware, which is the result of a partnership between Bees chairman Tony Kleanthous, Harrow Borough Council and the Football Foundation.
And Capello admitted he was impressed.
"It's a fantastic place," he said.
"I've never seen a place for training as big as this. I am surprised. It is incredible. It's an honour to be here."