A solo product manager, Vikas Sahani, secured runner-up in the Product Titans challenge with a case study for an Agentic AI learning platform. The project, built for the Unstop and Book My Mentor-hosted competition, tackles India's core education problem: content exists, but learning is misaligned with individual gaps, pace, and desired outcomes like job readiness.

The proposed platform moves beyond simple content recommendation. It uses agentic AI to diagnose skill gaps, generate personalized plans, and provide adaptive feedback. This addresses key friction points like low retention and repeated learning cycles. The focus is on verified learner outcomes, not vanity metrics, targeting Tier-2/Tier-3 students and working professionals.

The case study emphasized responsible AI governance, outlining controls for bias and privacy. Using a RICE prioritization framework, it separated root causes from surface fixes. This practical approach, centered on measurable success, reflects a growing industry shift toward outcome-focused, AI-powered education tools in India's vast skilling market.