A few years ago, organizations asked, “Should we adopt AI?” Today, the question has become, “Should we build an AI agent for this?”
When a new technology emerges, every business problem can start looking like a use case for it. Yet as AI moves from experimentation to workforce enablement, organizations must make more deliberate choices: Does the problem require Machine Learning, Generative AI, Agentic AI? Or would a better process, workflow, or business rule deliver greater value?
This panel brings together practitioners from diverse industries to share their AI journeys and discuss how they identify, prioritize, and validate AI opportunities. Through real-world experiences, the conversation will explore where traditional Machine Learning, Generative AI, and Agentic AI fit within the enterprise landscape; how organizations distinguish deterministic problems from AI-suitable use cases; when agentic systems are justified; and how they manage the hidden costs of AI adoption.
Join us for a candid conversation on moving beyond AI hype to build solutions that are practical, valuable, and aligned with real business outcomes.
- Date:20/06/2026
- Time:12:30
- Event:AI Literacy to Workforce Enablement @Pune



