With all the advancements in data and AI technology, companies are getting more and more comfortable giving employees – and sometimes even customers – access to insight-generating and decision-making tools. How do we know if these tools are returning the right information? How can we give these tools, and therefore the users, the best chance of success?

It all begins with setting the right foundation – ensuring that vocabulary is consistent so that we can all speak the same language. We then need to agree upon rules, which lead to clean data and explicit knowledge, which is the foundation for good inputs into AI.

In this presentation, Vanessa will discuss how to build a stable foundation to enable strong insights, focusing on implementation practices, cultural adoption, and tips and tricks that she has learned over the years.

LEARNING OBJECTIVES

• Understand how to implement more consistent vocabulary, stronger rules, cleaner data, and more reliable AI
• Learn why stable foundations lead to better outcomes for data and AI
• Gain implementation tips and tricks