The Secret to Faster Migrations? AI, Pandas, and a Little Prompt Engineering

McDonald’s team built an AI-assisted workflow that turned a six-week migration analysis into a two-day process, enabling accurate, scalable system transitions. by: Arth Shah, Software Engineer, Restaurant Technology Quick Bytes: AI‑generated pandas scripts now complete migration analysis in two days instead of six weeks Automated decoding and validation reduce manual effort and improve data accuracy This approach enabled the GLS → Restaurant Profile transition and created a scalable blueprint for future migrations Why AI + pandas matter for enterprise data migration Enterprise system migration