Why Your AI-Connected ERP Will Fail in Production And How to Fix It Before It Does

Most AI + ERP integrations fail in production not because the AI model is weak, but because there is no validation layer between the LLM output and the database. Raw AI responses should never go directly into ERP fields. Structure The demo problem: AI works perfectly in a controlled example The production problem: real data is messy and LLM output is unpredictable Example failure: hallucinated vendor name in accounts payable Why direct AI → ERP writes are dangerous The fix: FastAPI...