How can Responsible AI be implemented across the data and AI lifecycle? This seems to be a distant dream across the world, with very limited unified approach to legal, technical, governance and operational requirements. This session builds on top of the unified Techno-legal framework published by the Indian Office of PSA, brings together researchers, policy makers, framework developers, technology platforms and enterprises, to understand the challenges, opportunities and demonstrates a reference implementation of Responsible AI across Data & AI lifecycle.