AI has an ROI problem

Everyone’s talking about GenAI, RAG, and agents — but how much of it is solving real enterprise problems? Here at Snowflake Summit 2025, I spoke with Hema Raghavan, Co-Founder, Kumo on The Ravit Show — and this one cut through the noise.We talked about why: • Personalization isn’t a “nice-to-have” anymore — it’s the only way to cut through information overload • LLMs can’t do it all — and where they fall short for enterprise-grade predictive modeling • Many companies are still stuck using 20-year-old ML methods — and what’s holding them back • RAG is everywhere, but agents are changing the game — and exposing its limits • The future of enterprise AI lies in structured data — and how ignoring it is costing companies real ROIHema’s perspective is technical, clear, and refreshingly honest. This conversation wasn’t about trends — it was about what needs to change to make AI truly useful for business.#data #ai #snowflakesummit #kumo #theravitshow