Detailed geomodelling within high-resolution, 3D and 2D seismic data is a time-consuming and arduous process. Supported by cloud compute capabilities, recent advances in deep learning practices are accelerating the speed at which geologic features can be mapped. Bluware will showcase an interactive deep learning methodology using advanced data streaming capabilities running natively on Azure. Geoscientists can now use these solutions with established play analysis procedures to generate accurate models in a fraction of the time it takes using traditional interpretation methods. This tool is flexible for E&P, windfarm installations, carbon sequestration, and geothermal opportunities. We will also highlight the value that The Open Group OSDUTM Data Platform is providing through multi-vendor integrations on Azure.