AI Readiness Starts With Trusted Data Ft. Dave Shuman, Chief Data Officer At Precisely
In this episode of TechDogs’ Discover Dialogues, host Vikramsinh Ghatge speaks with Dave Shuman, Chief Data Officer at Precisely, about why enterprise AI readiness is fundamentally a data challenge. According to Dave, organizations need more than advanced AI models to succeed. Trusted data, consistent definitions, strong governance, data lineage, quality, and disciplined decision-making form the foundation for responsible and effective AI adoption. Drawing from his career across broadcasting, e-commerce, analytics, big data, IoT, smart cities, and enterprise data leadership, Dave emphasizes one recurring lesson: data creates value when it enables people to make better decisions faster. Dave explains that organizations should begin their AI journey with the fundamentals that are often overlooked, including data catalogs, semantic layers, governance, and continuous data quality. He uses the OODA loop—observe, orient, decide, and act—to explain how enterprises can structure their da...