AI strategy with ROI
Turning AI from a vague mandate into prioritized use cases with a business case, adoption path, and measurable reason to exist.
The Point
Technology should improve the business, not just modernize the slide deck.
I translate complex technology into practical use cases, sharper investment choices, and adoption plans with a direct line to business value.
I focus on ROI: what reduces cost, grows revenue, improves delivery speed, or makes the customer experience meaningfully better.
I bring builder energy and a forward-deployed mindset: get close to the problem, learn the messy details, and use only the technology that moves the metric.
B2B + B2C
Useful technology beats impressive-sounding technology, every time.
I work across business and consumer contexts, shaping AI-enabled workflows, product ideas, and go-to-market concepts that improve the operating model and make adoption feel obvious.
Strengths
Where transformation, operating value, and adoption meet.
Business model transformation
Connecting technology choices to operating models, customer behavior, cost structure, pricing, scale, and competitive advantage.
Builder and operator mindset
Comfortable near users, operations, constraints, and messy edge cases, then choosing the simplest technology that moves the metric.
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