Sending every internal customer support ticket, proprietary financial ledger, medical claim, or database schema to commercial frontier LLM APIs (such as GPT-4o or Claude 3.5 Sonnet) is an architectural and financial anti-pattern.

At enterprise scale, relying exclusively on third-party public …