An AI-assisted prototype exploring modernization concepts for legacy reporting pipelines using FastAPI, React, PostgreSQL, and GCP services. Development is currently paused due to over-reliance on AI-generated inputs, with plans to revisit using tighter human-in-the-loop controls.