The Insider You Built

"Camille delivers not just theory, but a practical blueprint for building the right guardrails and governance. This isn’t another dense book on AI control—it’s an engaging, highly readable guide that meets everyone where they are, from technical leaders to everyday users."—Keith White, EVP, Chief Global Safety & Security Officer at Salesforce You didn't hand over control. You just didn't realize you were giving it away. Somewhere between the pilot program and the quarterly review, the systems your organization deployed started making decisions. Not recommendations. Decisions. The humans who were supposed to stay in the loop are still technically there. But increasingly, they are supervising decisions instead of making them. AI agents are already operating across organizations worldwide. Few leaders intended to hand over authority. They moved fast, and authority moved with them. So now what? The Insider You Built introduces the Authority-Centered Enforcement™ Framework, a governance capability designed to help organizations identify where authority has shifted, maintain accountability, and intervene at machine speed. More than policy, compliance, or technical controls alone, it provides a cross-functional blueprint for turning governance into an operational capability. Through practical examples and clear guidance, this book helps readers govern systems they did not design, may not fully understand, and increasingly cannot afford to ignore. Speed will shape the AI era. Control will determine who thrives. An operational playbook for maintaining control as AI agents scale across the enterprise AI agents are rapidly becoming embedded across enterprise systems. They schedule meetings, generate reports, approve transactions, interact with customers, and make decisions across digital environments. Organizations have, in effect, created a new kind of insider: software trusted to act on the company’s behalf. Seventy-nine percent of executives report that AI agents are already deployed in their organizations, yet few companies have governance frameworks for systems that can plan actions and operate across the business with minimal human direction. As these systems grow more capable and integrated, governing them effectively is emerging as a defining leadership challenge of the AI era. In The Insider You Built: How Organizations Stay in Control of Autonomous AI Agents, Camille Stewart Gloster introduces the Agent-Centered Enforcement and Attribution (ACE) Framework, a practical model for investigating, attributing, and responding to failures when autonomous AI systems act with delegated authority. The book reframes AI incidents as governance challenges, helping organizations identify breakdowns across human and machine decision paths and respond when AI creates operational, regulatory, or reputational risk. The ACE Framework provides durable governance infrastructure that evolves alongside AI capabilities, enabling leaders to maintain control as adoption accelerates. Readers will discover how to: Adapt insider risk, security, and governance programs for autonomous AI agents operating with delegated authority Establish board- and executive-level oversight that connects AI governance to enterprise risk, performance, and regulatory obligations Investigate AI-driven incidents and attribute responsibility across complex human–machine decision paths Coordinate responses across security, legal, and leadership teams Through operational playbooks, governance models, and real-world response strategies, this book equips leaders to manage the risks introduced when AI agents operate across enterprise systems while enabling responsible innovation and performance.