Although the exact purpose of the initiative has not been directly explained on-screen, it is implied that it employs people with special powers to defend the United States and humanity against threats.
Those involved with the Avenger Initiative include:
Fury is the director of S.H.I.E.L.D. who takes personal interest in Project Avenger.
Fury promoted Rogers to lead the team.