As enterprises increasingly deploy AI for document generation and administrative tasks, security teams face an alarming dilemma: commercially sensitive client information embedded in codebases and platforms becomes nearly impossible to redact before processing. This exposes critical vulnerabilities in workflows leveraging tools like Atlassian MCP, forcing a reckoning with AI's hidden data governance risks.