This is a summary of the panel discussion on Advanced Analysis Environments. Rene´ Brun, Tony Johnson, and Lassi Tuura shared their insights about the trends and challenges in analysis environments. This paper contains the initial questions, a summary of the speakers’ presentation, and the questions asked by the audience. ©2001 American Institute of Physics.