Generative AI Applications: From Proof of Concept to Production

Launching generative AI applications into production is no easy task. After the launch of ChatGPT, many organizations have built proof of concepts but have struggled to find reliable business and technology cases.

In this talk, we’ll discuss how to bridge the gap between proof of concepts and production applications for conversational use cases. This will include a walkthrough of important techniques including RAG, LLM evaluations, and creating business cases.

Key takeaways:
1) How to go from proof of concept to production
2) Which LLM techniques help you get to production
3) How to measure ROI on Generative AI use cases