iLoop-Seis provides a series of inversion tools for integrating wells, seismic, and geological data for reservoir characterization at different E&P stages. Further, it also offers attribute extraction, attribute sensitivity analysis, and nonlinear multi-attribute analysis for reservoir property study and reservoir fluid/lithological analysis from pre-stack inversion.