What Production-Ready GenAI Apps Have in Common: Design Patterns for GenAI Reliability

Over the last 2 years there has been an explosion of Generative AI applications across every imaginable use case. While most applications showcase exciting demo and POCs, there are now beginning to be many GenAI applications that are in production and successfully drive revenue or savings for the organizations deploying them.

In this talk, Shreya dives deep into the design patterns of successful GenAI products, focusing on how to build an AI application that’s reliable enough for production. Her talk explores:

• Why AI reliability is key to the success of Generative AI applications
• A survey of the landscape of AI reliability techniques
• A case study of building a chatbot from the ground up with reliability as a first-principle criteria using Databricks Foundation Model APIs