Answer :

Including members of the armed forces, the Executive Branch employs more than 4 million Americans.

I believe the answer is: Executive branch

From the three branches, The employees of the executive branch of the government would be in the front line and would directly communicate with the civilians (such as police officers or government administrative workers) . More than 80% of government officials belong to the executive branch.