See the shifts
Distinguish meaningful market, technology, and client signals from noise.
AI · PRODUCT · STRATEGY · VALUE CREATION
Turning intelligence into institutional advantage.
I help organizations identify meaningful shifts, make better product and portfolio decisions, and align technology, people, and operating models to create measurable, lasting value.
The intersection of AI, economics, governance, and enterprise execution
MOE / OPERATING PRINCIPLE
01Recognize the signal
02Make the choice
03Mobilize the system
04Realize the value ↗
ADVANTAGE IS DESIGNED, NOT ASSUMED.
15+ yearsAcross technology, product, finance & strategy
$1.3BGlobal services portfolio in current work
Board directorGovernance, risk & institutional oversight
Harvard · MIT · NYUOngoing study, technical depth & economics
01 / PERSPECTIVE
Capability is accelerating.
Value must be engineered.
Artificial intelligence is expanding what organizations can do. Capturing the economic value, however, requires more than access to powerful models and tools.
The harder work is connecting capabilities to actual needs, workflows, decision rights, incentives, adoption, and accountability. When those elements evolve together, organizations can turn technical potential into institutional advantage.
Make the choices
Translate insight into product, portfolio, investment, and operating priorities.
Align the system
Orchestrate technology, workflows, governance, economics, and execution.
Capture the value
Measure outcomes, improve continuously, and compound organizational learning.
02 / THE FRAMEWORK
From intelligence
to advantage.
My operating lens for translating the possibilities of AI and emerging technologies into coordinated decisions and value creation.
Explore a conversationI.IntelligenceSignals · evidence · insight
II.Strategic choicePriorities · investment · tradeoffs
III.Institutional capacityOperating model · orchestration · governance
IV.Realized value Outcomes · learning · renewal
A continuous learning loop
“Innovation expands what is possible. Institutional evolution determines what becomes valuable.”
03 / IDEAS & RESEARCH
Questions worth exploring.
The beginnings of an evolving library of research notes, frameworks, and practical perspectives.
SIGNATURE PERSPECTIVE
The AI value gap is a systems challenge.
Why adoption, services, operating models, governance, and commercial incentives need to evolve together to produce enterprise value.
Explore the thesisRESEARCH THEME
The economics of AI-enabled services.
Productivity, surplus creation, outcome-linked business models, and the economics of continuous value realization.
ECONOMICS / BUSINESS MODELSRESEARCH THEME
Governance as a value-creation capability.
How leadership systems, decision rights, risk oversight, and institutional learning shape sustainable advantage.
GOVERNANCE / TRANSFORMATIONLonger-form essays, mini-reports, and interactive models will be added here as they are published.
04 / SPEAKING
Ideas in conversation.
Executive conversations on the future of AI, technology services, institutional transformation, and measurable value.
FEATURED SESSION · OCTOBER 21, 2026
TSIA TECHNOLOGY & SERVICES WORLD 2026
Tech Services 2.0:
Unlocking Enterprise Value in the Age of AI
How technology services can become the value-realization layer that connects AI capabilities to adoption, continuous optimization, and business outcomes.
Conference detailsPREVIOUS CONVERSATION
Invite me to speak Women in AI
Austin Women in Technology · Panelist · March 2026
05 / EXPERIENCE & LEADERSHIP
A cross-domain
point of view.
My perspective draws on strategy and transformation, building technology products, financial and economic analysis, and board governance.
NOW
Strategic Growth & Transformation · IBM Expert Labs
Portfolio-level strategy, business management, and coordinated execution across a $1.3B global services business and 10+ technology domains.
BEFORE
AI, data & hybrid cloud product leadership · IBM
Product strategy, commercialization, and technology economics across enterprise infrastructure and industry solutions.
FOUNDATION
Finance, banking & capital markets
Investment analysis, commercial judgment, financial systems, and economics.
GOVERNANCE
Board director · Capitol Credit Union
Institutional strategy, oversight, risk, and responsible governance.
06 / CONNECT
Let's work on the
questions that matter.
Open to thoughtful conversations about speaking, AI strategy, enterprise value creation, governance, and collaboration.