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Design AI-enabled healthcare products
Translate patient and provider needs into AI use cases, digital workflows, data capabilities and scalable product requirements.
CHALLENGE
AI-enabled healthcare products need to connect user value, clinical workflow, data and integration requirements.
EXPERIENCE
Shaped product strategy and value proposition for an AI-enabled healthcare engagement platform.
CONTRIBUTION
Recommendation use cases, digital workflows, EHR integration, data capabilities and scalable product requirements.
OUTCOME
A product strategy grounded in both patient/provider needs and deployment realities.
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Industrialize healthcare technology deployment
Translate clinical and operational workflows into scalable deployment models across healthcare environments.
CHALLENGE
Healthcare technology creates value only when it integrates with real clinical workflows and can be deployed repeatedly.
EXPERIENCE
Led healthcare digital transformation across 98 hospitals in Europe, the Middle East and North Africa at GE Healthcare.
CONTRIBUTION
Systems integration, clinical workflow design, validation, partner coordination and adoption.
OUTCOME
8× deployment acceleration and business growth from $3M to $18M.
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Platformize and scale a healthcare business
Connect strategy, product, technology and operating model to accelerate growth and repeatable deployment.
CHALLENGE
Growth becomes constrained when each market or provider deployment requires bespoke execution.
EXPERIENCE
Executive Advisor to Eyone Medical on strategy execution, international expansion and platformization.
CONTRIBUTION
Shaped scalable deployment models and AI-enabled capabilities to accelerate time-to-market across healthcare providers.
OUTCOME
A stronger foundation for repeatable international growth and provider deployment.
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