01 / Authority & accountability
Enterprise AI Governance
Governing where and how AI influences data, decisions and actions—with explicit authority, operating boundaries and continuing evidence.
Explore this perspectiveThe perspective
The enterprise is the starting point. Its subsystems make sense through their contribution to the whole.
A consequential distinction
There is a difference between seeing an enterprise as a whole system divided into subsystems and seeing it as separate subsystems that integrate into an enterprise.
The starting point changes the questions. Beginning with the whole directs attention to purpose, relationships, constraints and consequences. It asks what the enterprise needs to achieve and how its parts contribute to that outcome.
From that perspective, strategy, technology, work, governance and resilience become different ways of examining the same organizational system.
What becomes visible
A technology initiative can succeed locally while shifting work or risk to another area. A well-funded project can overwhelm the organization’s capacity to absorb change. An AI tool can improve a task while leaving the enterprise’s most consequential decisions unchanged.
Examining those relationships helps leaders ask better questions about priorities, authority, value, risk and the human capabilities required to act.
My books and frameworks develop this view from different directions. Each makes a particular set of relationships visible and offers a structured way to examine them.
Explore the perspectives
01 / Authority & accountability
Governing where and how AI influences data, decisions and actions—with explicit authority, operating boundaries and continuing evidence.
Explore this perspective02 / Work & value creation
Connecting AI to value streams, decision gates, real roles and enterprise operating rhythms.
Explore this perspective03 / Readiness to decide
Five connected dimensions for examining the readiness of an initiative: Problem, Impact, Budgetability, Approval Architecture and Timing.
Explore this perspective04 / Continuity & enterprise capability
A whole-enterprise view of critical functions, dependencies, decision authority and demonstrable response and recovery capability.
Explore this perspective05 / Influence & coordinated action
Understanding the enterprise buying system through stakeholder relationships, authority, risk, approval dynamics and timing.
Explore this perspective06 / Judgment & responsible delegation
Preserving and developing the understanding, judgment and responsibility required to use increasingly capable technology well.
Explore this perspectiveAn invitation