Automating Data Management Processes with AI

In a large company with large amounts of data, tasks that are difficult and expensive to scale manually occurs regularly. At the same time, these tasks are standardised, repetitive, and well-suited to formalisation, making them strong candidates for automation.

This talk describes practical experience and results of implementing large language models (LLM) and simple agent-based logic to automate:

• creating data quality checks, 
• searching and classifying personal data,
• managing access grants,
• preparing secure data for development.