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Learn to build a technology-agnostic workflow engine that uses AI to orchestrate digital experiences without traditional coding in this conference talk. Discover how to define human-readable decision rules in YAML format, integrate them into a RAG (Retrieval-Augmented Generation) datastore, and leverage Large Language Models to automatically retrieve relevant rules and execute approval workflows. Explore the complete end-to-end process from initial rule definition through prompt engineering to datastore registration, while gaining insights into production-ready best practices for maximizing retrieval accuracy. Master techniques for using Generative AI to extract structured data from unstructured documents and maintain current workflows. Understand how to express complex approval workflows effectively, structure decision rules for optimal AI retrieval, and implement AI-driven innovation strategies that can be embedded into Drupal or any digital platform.