Google's Agent Development Kit (ADK) makes it remarkably easy to build multi-agent AI systems. You can wire up an orchestrator agent, connect it to specialized sub-agents, and have a working pipeline in under 100 lines of Python. What it does not give you — at least not yet — is a compliance layer. In regulated industries, that gap is the difference between a production deployment and a liability.