RAG suits knowledge-heavy workflows with changing documents. Fine-tuning fits specialised tone or format needs with stable training data.
Most UK enterprises start with RAG for compliance and auditability.
Fine-Tuning vs RAG — UK Enterprise Guide
When UK teams fine-tune models vs use RAG.
2026-06-20 Sarah Mitchell