The text discusses the concept of AI orchestration, emphasizing its importance as a framework for deploying AI in commercial enterprises. AI orchestration is defined as the process of automating and coordinating AI models and systems to create efficient workflows, with particular attention to overcoming challenges such as legal, security, and technical hurdles that can impede AI deployment. The article outlines seven key tenets necessary for effective AI orchestration: integrations, permissions, agency, memory, human-in-the-loop, audits, and scalability. It highlights that many AI orchestration solutions fail to address all these aspects comprehensively, often leading to inefficiencies. The text also introduces Credal as a solution designed to tackle these challenges by offering pre-built integrations, permission mirroring, human-in-the-loop mechanisms, and the ability to manage multi-agent workflows, thereby providing a secure and scalable platform for businesses to leverage AI effectively.