Data Governance - Datamillennium

Looking Ahead: Working with AI Data Steward Assistants

By: Malcolm Chisholm Using GenAI, it is possible to develop AI assistants for certain domains of data. Let’s explore what an AI Assistant for a Data Steward looks like. As most of us know, volunteering individuals to be Data Stewards isn’t always an easy task. There is understandable resistance as most folks don’t want to…

Cataloging Unstructured Data for GenAI Projects

By Malcolm Chisholm With the AI race on, there is a great need for data sets to drive AI projects to success. There are many different kinds of data, but today let’s consider unstructured data. As a quick reminder, examples of structured data sources are excel files, database tables, JSON docs, while unstructured data…

The AI Subject Matter Expert – A New Role

By Malcolm Chisholm For years in Data Governance, we have been working diligently to implement and maintain mature Data Catalogs. There have been many reasons for doing so including, compliance, data democratization and keeping an accurate data asset inventory. In the age of Generative AI, we can now see bigger picture solutions that were not…

AI and Data Governance

By Malcolm Chisholm With the advent of AI there is a growing realization that many new Data Governance tasks are required. There are, of course, many AI Governance needs, such as what LLM to select, and how to mitigate model risks. But even some of these overlap with Data Governance. For instance, AI models…