Gen AI Models like OpenAI GPT,/Groovy Google Gemini, and Databricks DBRX, Deepseek are transforming industries, but effectively deploying and managing them requires more than traditional machine learning practices. Gen AI Ops is a specialized set of techniques, tools, and workflows designed to tackle the unique challenges of working with LLMs in production. This presentation will explore what makes Gen AI Ops distinct, why its essential, and how it enables organizations to harness the power of LLMs efficiently, at scale, and with reduced risks.