Strategic alignment
Does the use case move the enterprise toward a defined objective?
Published by Michael Barry
The Intelligent Enterprise CFO
Building AI Advantage Through Finance Transformation
AI is not a thing an enterprise buys. It is a capability leaders must operate. This practical field manual shows CFOs and operators how to move from scattered experimentation to economic clarity, governed execution, and durable enterprise advantage.
The central argument
AI needs finance discipline, not a parallel universe of AI governance.
Consumer AI makes intelligence feel immediate. Enterprise AI has a higher bar: the economics must be visible, the data explainable, the workflow integrated, and accountability unambiguous.
The book places AI in the longer arc of digitization, analytics, machine learning, and automation. The interface is new. The enterprise challenge—turning technology into a governed operating capability—is not.
CFO AI Discipline Model
Five questions that move AI from activity to capability.
The model keeps AI connected to enterprise objectives and existing sources of financial truth.
Economic clarity
What value is created, what does each decision cost, and where is the integration burden?
Data integrity
Can leaders explain the source, transformation, evidence, and limitations behind the output?
Portfolio governance
Who owns the use case, how is it prioritized, and how does it interact with other systems?
Operational integration
Does the capability fit the workflow, controls, decision rights, and source of truth?
An anti-hype operating pledge
“We will not fund vocabulary. We will fund measurable decisions.”
Treat AI as an operating capability with unit economics, integration costs, accountability boundaries, stage gates, and kill criteria. Keep accountability human.
Who the book is for
Leaders responsible for making AI survive contact with the enterprise.
Written for executives who want clarity over hype and structure over slogans.
CEOs
Build an investment thesis and operating plan that can survive scale.
CFOs
Govern AI as capital allocation, economics, and enterprise accountability.
COOs
Integrate AI into workflows without breaking throughput or ownership.
CIOs & CTOs
Make integration, architecture, and model-consumption economics visible.
Finance leaders
Move from AI curiosity to supervision across FP&A, control, and treasury.
Boards
Ask better questions about economic exposure, decision rights, and evidence.
Available now