Using coherent and random noise attenuation, we use trusted workflows and algorithms to prepare gathers for AVO Inversion work, and to help predict pore pressure. Honoring amplitude and phase, increasing signal to noise ratio, and correcting residual moveout are all crucial to help enhance AVO Inversion success. Trim statics, NMO de-stretching, and multiple attenuation are part of the suite of programs we have written to condition the gathers for AVO analysis.