Sovereignty
Capability, reserves, relationships, and options create the freedom to act without betraying the long game.
Enterprise Value Builder
Build the system. Own the outcome.
I build AI-enabled value engines for complex services businesses—redesigning how they sell, deliver, decide, and scale so technology becomes durable growth, margin, and enterprise value.
The operating thesis
Complexity → Architecture → Value → Ownership
5×Business growth achieved
1,800+ → 400Asset portfolio rationalized
+45%Year-over-year asset revenue
Technology changes what is possible. Operating systems determine what becomes real. Ownership determines who compounds the upside.
The thesis
A complete system for creating—and capturing—value.
The work is not AI adoption for its own sake. It is building institutions that see clearly, act decisively, scale intelligence, and convert technological change into durable economic advantage.
Agency
Put information, authority, and resources where decisions must be made—then hold the system accountable for results.
AI leverage
Use intelligence to redesign work, institutionalize knowledge, and change the economics of expertise—not to create theater.
Building
Turn an unformed opportunity into a durable capability that customers buy, leaders can run, and the market values.
Enterprise value
Judge the work by growth, margin, cash flow, recurring revenue, resilience, and reduced dependence on heroics.
Ownership
Put capital and reputation at risk, govern the outcome, and capture a meaningful share of the value created.
Where I focus
The missing middle between technology and returns.
The market has no shortage of AI tools, transformation strategies, or operating targets. The scarce capability is connecting them—rebuilding the commercial and operating system so technology appears in the economics.
AI-enabled services
Redesign the relationship between expertise, labor, pricing, delivery, and recurring revenue so scale no longer depends on proportional headcount.
Value operating models
Translate strategy into offerings, commercial motions, decision rights, leadership, metrics, and governance that survive contact with reality.
Ownership and compounding
Apply an investor’s discipline to growth and an operator’s judgment to capital—then build assets capable of compounding beyond a single mandate.
About
An operator’s discipline. An owner’s horizon.
Dan Stummer is an operator and enterprise builder with more than two decades of experience scaling and transforming complex businesses—turning technology, operating capability, and strategic ambition into durable enterprise value.
His work connects strategy to operating accountability: simplifying complex portfolios, creating growth engines, redesigning services economics, and building leaders and systems that can perform without permanent heroics.
Today, his focus is the missing middle between AI ambition and enterprise returns—and the shift from creating value inside institutions to owning a meaningful share of the outcome.
I build. I defend. I lead—quietly and precisely.
The operating loop
From hidden potential to a durable institution.
An idea becomes valuable only when it is made operational, proven economically, and embedded deeply enough to function without the person who designed it.
01Underwrite
02Architect
03Build
04Prove
05Institutionalize
06Own
Selected experience
Proof before broadcast.
More than two decades building, transforming, and scaling technology-enabled businesses—turning complex capabilities into durable growth, operating leverage, and enterprise value.
From capability sprawl to a focused growth portfolio
Led the rationalization of more than 1,800 offerings and assets to roughly 400, helping produce 45% year-over-year asset revenue growth.
Scaled a consulting business fivefold
Built commercial momentum, leadership capability, client relevance, and repeatable execution inside complex financial-services markets.
Led businesses, portfolios, and teams across global institutions
Experience spans IBM, Capco, Protiviti, and AHEAD—connecting technology strategy to operating accountability and measurable client outcomes.
Reimagining professional services for the AI era
Building the commercial, delivery, and leadership systems that turn deep technical capability into scalable, differentiated enterprise value.
Ideas in public
Where technology, operating design, and enterprise value meet.
Selected conversations on AI, strategic architecture, resilience, and the economics of transformation.
CFOs need to seize on AI’s “exponential growth”
Why leaders must move beyond incremental cost expectations and create room for experimentation, learning, and nonlinear growth.
CIOs face growing risk in financial-services IT
Technical debt, resilience, and the discipline to translate architecture into business economics.
The Modern CIO Dilemma
Why trust, experimentation, and a new relationship between technology and business are now leadership requirements.
What successful CIOs get right
Modernization succeeds when leaders connect strategy, resilience, architecture, and measurable business value.
Working principles
Strong convictions. Visible evidence.
A few ideas that guide the work—and provide a simple test for whether transformation is producing durable advantage or merely activity.
AI does not make a services company scalable.
It exposes whether the operating model ever was.
A value-creation plan is not a presentation.
It is a management system with capital, owners, measures, and consequences.
Expertise should compound.
If knowledge disappears when people leave, the institution never owned it.
If the system still depends on the architect, it is unfinished.
Completion is a capable institution—not personal indispensability.
The work continues
Build businesses that can think, decide, and scale.
Then prove the improvement through durable economic value—and own a meaningful share of the result.
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