AI has made it easier than ever for lenders to build compelling pilots, but far harder to turn them into reliable, governed production systems. This white paper explores why internal builds often stall at the final mile and offers a practical framework for deciding what to build, buy or partner for across mortgage, SME, and asset-based lending.