An advanced geostationary satellite-derived cloud analysis algorithm is under development at NOAA/NESDIS/STAR. In this study, we apply the Automated Cloud Height Algorithm (ACHA) to estimate cloud-top heights (CTH) in TCs, and validate these estimates by comparing to other airborne and satellite cloud height identifiers. These include CTH estimates from the Cloud‐Aerosol Lidar with Orthogonal Polarization (CALIOP) and the W-band radar aboard CloudSat over western Pacific typhoons, as well as measurements from the Scanning High-resolution Interferometer Sounder and Cloud Physics Lidar flown aboard the Global Hawk (GH) during the 2012 and 2013 NASA Hurricane and Severe Storm Sentinel (HS3) field campaigns. The ACHA CTH product was used extensively in real time during the HS3 campaign in 2013 to assist with safe maneuvering of the GH flying over and around Atlantic TCs.