As deep learning models continue to advance at an unprecedented rate, we are also gaining insight into their limitations. After a wave of chatbots, now high-value applications are harnessing the power of generative AI to revolutionize industries with novel software design paradigms. These innovations enable human-machine collaboration, empowering humans to take ownership of complex workflows combined with the capture and preservation of expert knowledge, for a flywheel of capability. This presentation will explore the current and future capabilities of AI, and how to build sustainable and impactful solutions.