Author: Sai Krishnan Mohan

Derived from the presentation by Dr. Sai Krishnan Mohan to the Association of Data Scientists on December 10, 2025, the following article explores the fundamental transition from content generation to work delegation in the Agentic AI era. Disclaimer: The opinions and perspectives shared in this article are in the author’s personal capacity, and do not necessarily represent the views of his employers or associates.

From Content Generation to Work Delegation: Navigating the Agentic AI Era

Agentic AI forces organizations to answer a new question: who is responsible when software makes choices?

Reframing the Agency Problem in Agentic AI Systems

Agency problems may carry over to Agentic AI – this needs to be understood and mitigated.

Developing People Capabilities in the era of Generative AI

Enhancements to PCMM can guide companies to stay agile and competitive while also helping their employees succeed alongside AI technologies.