The Business Vault is increasingly a critical component of the Data Vault 2.0 architecture. The purpose of this presentation is to discuss some of the Artificial Intelligence advances in automating ‘soft’ business rules.
The audience will learn various possible implementation patterns for automating business rules using Artificial Intelligence. This includes an overview of rules engines, machine learning, deep learning and causal inference taxonomies and techniques to augment the raw data into actionable insights. Additional introduction to some modelling terminology and techniques will give audience a high-level of understanding of the use of data science techniques to automate business rule development as well as some alternatives for auditing and debugging AI pipelines.
The presentation will outline various implementation patterns for using Artificial Intelligence in your information pipelines, including exposure to software tools fro development and management of these new paradigms. Finally a practical discussion of AI for augmenting data catalogs (identifying business keys) and how AI is used to forecast weather.