The GenAI automation potential of data extraction

GenAI has been around for a little while and its capabilities are expanding quickly. We are experience peak-hype levels for AI and expectations are sky-high. But still, many companies fail to generate actual value with GenAI. Why is that? Why are we promised so much yet manage to get so little? What is still fantasy and what concrete potential exists? What should be automated and what should not? In this talk, we explore the GenAI automation potential that exists today for _data extraction_. Together, we will learn about: - GenAI for data extraction: why care? - Levels of automation: value matters - The difficult parts: Evaluation, Operationalising, Monitoring - Evaluation for GenAI data extraction - Operationalising a GenAI application - Monitoring in production - Reaping the potential