AI proof of concept

Hello. Our team develops enterprise AI assistants for SaaS companies. A reliable implementation normally needs retrieval, tool access, evaluation, observability and fallback behavior alongside the model itself. More details about our work: custom AI development. What evaluation process do you use before releasing model or prompt changes?