Security teams scanning professional service networks are discovering unauthorized AI model deployments, including instances of Claude, OpenAI, HuggingFace, and associated tools like ClawdBot, MoltBot, and OpenClaw. These unmanaged AI implementations create significant compliance and data exposure risks, particularly for medical, legal, and accounting firms handling sensitive client information.