AI Strategy

Strategy that turns AI potential into business outcomes.

I help leadership teams cut through AI hype and make disciplined bets. My work connects technical capability to commercial value, organizational readiness, and responsible execution.

Opportunity Mapping

Identify where AI can create durable advantage, from customer-facing products to internal operations and decision support.

Portfolio Prioritization

Evaluate AI initiatives by feasibility, risk, and expected value to focus resources on the highest-impact bets.

Capability Building

Define the data, talent, infrastructure, and partnerships needed to execute the strategy at scale.

Responsible Innovation

Embed ethics, risk, and governance into the strategy from the start so speed doesn’t compromise trust.

Roadmap & Metrics

Build phased roadmaps with clear success metrics, learning milestones, and feedback loops for continuous adaptation.

What a strategy engagement delivers

A clear investment thesis and 12–18 month AI roadmap

Governance and delivery operating model aligned to strategy

Risk-adjusted business case for each prioritized initiative

Stakeholder alignment across product, engineering, legal, and executive teams

10+

Years enterprise product & risk experience

6

Industries: financial services, aviation, tech, data/insights, consulting

300+

Risk/control assessments delivered across the enterprise

10

Enterprise initiatives led

4

AI product solutions delivered

85%

Provisioning efficiency improvement

$180K

Annual savings — automation/provisioning case

Ready to make disciplined AI bets?

I can help your leadership team translate AI ambition into a practical, risk-aware strategy and roadmap.