We carry our integrated seismic stratigraphic studies using latest developments in seismic interpretation and visualization technologies. We start with the play concept definition followed by seismic sequence analysis. We then apply advanced seismic facies analysis starting with analog model building by comparison with ancient system analogs from outcrops and modern system analogs from sea floor. We then carry out unsupervised and supervised neural network-based seismic facies classification and geobody detection. We also apply seismic morphologic studies on the basin, field, and reservoir scale as part of the workflow. We integrate results with available geological data to construct local chronostratigraphic chart of studied area and predict changes in rock body distribution in time and space.