We’ve added another new session to our upcoming WWDVC conference! We want to welcome Christopher Siegfried to our conference. Here’s a sneak peek at what they are bringing:
The Intelligence Leap: Merging AI with Data Vault
In the transforming realm of data management, incorporating Large Language Models (LLMs) and metadata into Data Vault architecture represents a significant advancement. This presentation explores how combining Data Vault, AI, and metadata transforms the traditional Data Vault into a self-aware entity. This transformation centralizes around AI autonomously leveraging the data vault pattern to provide semantic utility and enable model-aware development. We will look at how this can be accomplished and the type of framework and structures needed to provide deterministic results from non-deterministic LLMs.
Having outlined the theoretical framework, we will then investigate the practical considerations of this integration. We will showcase how AI agents, tailored for various data management roles, work together to provide additional functionality to the Data Vault. Then we’ll discuss how LLMs selection impacts the agents’ ability to leverage the Data Vault model and the role of templates in the agent workflow. At the end of the presentation, you will have a grasp of the transformative capabilities that lie at the intersection of AI and metadata and see the how Data Vaults can enable a new paradigm of intelligent, efficient data ecosystems.
You WON’T Want to miss this years’ conference. If you haven’t registered yet, please do so today – just click the link below.
See you at #WWDVC – the best and ONLY authoritative #datavault conference in the world.
