AATCC Views 2 meanings found AATCC can refer to the leading trade association for textile chemists and colorists, as well as a specialized amphibious air‑traffic control center operated by government agencies. Governmental Amphibious Air Traffic Control Center Business American Association of Textile Chemists and Colorists