Abstract
This white paper, developed in collaboration with Forrester, explores how enterprises are moving beyond traditional digital factories to intelligent systems of agency powered by agentic AI.
While digital factories have driven efficiency, scale, and standardized delivery, they fall short in enabling real-time, adaptive decision-making. Systems of agency represent a paradigm shift, where AI agents interpret intent, dynamically orchestrate workflows, and autonomously execute outcomes within governed frameworks.
By combining systems of foundation, intelligence, and agency, organizations can transition from automation to true autonomy. The paper outlines a strategic transformation roadmap, including the 5A framework, to help enterprises build resilient, self-optimizing, and AI-driven autonomous ecosystems.
Key Insights
From Automation to Autonomous Enterprise
Enterprises are shifting from efficiency-driven digital factories to intelligent systems of agency, where AI agents enable real-time decision-making, dynamic orchestration, and autonomous execution across business functions.
Architecting Systems of Agency for Scalable Enterprise Transformation
Organizations must build composable, API-first architectures and integrate systems of foundation, intelligence, and agency to enable agent-driven orchestration, adaptive processes, and scalable autonomous enterprise transformation.
