With the release of conversational AI platforms to the public in late 2022 and early 2023, the question of how companies can incorporate these tools into their workflows has been pressing. The aim of this session is to provide an overview of different strategies that companies can employ to talk to their own data, i.e., to use large language models to gain insights into and enhance their operations and processes. We’ll consider the pros and cons of the various strategies and discuss some broader concerns typically raised about business applications of large language models.