After spending 9 months building production AI systems for UK organisations—including government-funded community programs and OFQUAL-regulated education platforms—I kept encountering the same critical problem:

Most RAG (Retrieval-Augmented Generation) implementations leak Personal Identifiable Information (PII) directly into vector...