Retail Transactions at Scale for AI - From PoC to Production
Explore a 24-minute conference talk from Data Science Conference Europe 2023 that delves into the implementation and scaling of AI-driven solutions for retail transaction processing. Learn how to navigate the critical journey from Proof of Concept to production deployment through a real-world case study with a retail giant. Discover the essential data engineering foundations required before implementing AI solutions, including the transformation of millions of unstructured XML and ticketing data points into actionable insights. Gain valuable knowledge about enabling cross-team AI applications, implementing reporting systems, and developing forecasting capabilities. Master the practical challenges and solutions in structuring data infrastructure that supports enterprise-wide AI initiatives.