
Modern AI vendors often retain the right to change underlying foundation models without informing the organizations that rely on them. This practice creates a significant operational vulnerability because most AI agents today are essentially software wrappers that direct user queries to third-party large language models like those from OpenAI or Google. While enterprise procurement departments typically focus on standard service-level










