
Roni Burd
Data and AI executive with experience at Amazon and Microsoft, focused on enterprise data architecture, inference economics, and production AI systems.
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Jan 23, 2026 • 54min
Episode #525: The Billion-Dollar Architecture Problem: Why AI's Innovation Loop is Stuck
Roni Burd, a Data and AI executive formerly at Amazon and Microsoft, who builds enterprise data architectures and production AI systems. He explores how AI agents let nontechnical teams query data, the bronze-silver-gold tradeoffs that bottleneck access, the economics and latency shaping model choices, and why inference optimization and costly architecture tests slow AI innovation.


