Legacy technology and fragmented delivery models slow product change and increase cost.
Modernization portfolio at Banque Raiffeisen spanning digital platforms, data, AI, cloud, payments and regulatory change.
Roadmap, governance, business/technology alignment, investment decisions and cross-functional delivery.
25% faster product launches and 15% lower total cost of ownership across major modernization initiatives.
Transformation programs often report activity rather than realized operational value.
At Clermont Group, developed business cases across healthcare operations and launched six Lean Six Sigma initiatives.
Prioritization, process improvement, investment alignment and executive scorecards.
20% reduction in recurring costs.
AI-enabled healthcare products need to connect user value, clinical workflow, data and integration requirements.
Shaped product strategy and value proposition for an AI-enabled healthcare engagement platform.
Recommendation use cases, digital workflows, EHR integration, data capabilities and scalable product requirements.
A product strategy grounded in both patient/provider needs and deployment realities.
Healthcare technology creates value only when it integrates with real clinical workflows and can be deployed repeatedly.
Led healthcare digital transformation across 98 hospitals in Europe, the Middle East and North Africa at GE Healthcare.
Systems integration, clinical workflow design, validation, partner coordination and adoption.
8× deployment acceleration and business growth from $3M to $18M.
Technology investment decisions need a clear view of strategic fit, economics, operating model and execution risk.
Led commercial and technology due diligence for critical-infrastructure and modular data-centre businesses.
AI infrastructure strategy, product positioning, operating models, partnerships and go-to-market assessment.
Clearer investment theses and value-creation priorities.
Complex transformations fail when functions optimize independently or decision rights remain unclear.
Led cross-functional delivery at Banque Raiffeisen with ~7 direct and ~150 indirect contributors.
Executive alignment, governance, escalation, prioritization, role clarity and outcome-based leadership.
Stronger organizational execution across strategic initiatives.
Regulated organizations need transformation speed without weakening risk, compliance or accountability.
Banking transformation, healthcare deployment and GE Corporate Audit experience across technology, security, operational and compliance risk.
Governance design, risk visibility, executive reporting, decision forums and control-aware delivery.
More disciplined execution and better-informed transformation decisions.
Organizations often accumulate AI pilots without a repeatable path to production, adoption or value.
Led BoardTalent.ai product strategy from concept through MVP, pilot and production; led AI/ML initiatives in search, recommendation, forecasting and pricing.
Use-case framing, product requirements, vendor/technology evaluation, governance, workflow design, adoption and value hypotheses.
A repeatable product and scale discipline rather than one-off experimentation.
Growth becomes constrained when each market or provider deployment requires bespoke execution.
Executive Advisor to Eyone Medical on strategy execution, international expansion and platformization.
Shaped scalable deployment models and AI-enabled capabilities to accelerate time-to-market across healthcare providers.
A stronger foundation for repeatable international growth and provider deployment.
Strategy stalls when ownership, governance and delivery mechanisms are misaligned.
Defined a Fortune 100 future operating model at Strategy& and redesigned operating models for Carrefour and its financial-services business.
Organizational design, product ownership, governance, delivery model, enterprise architecture and executive alignment.
Clearer accountability, stronger cross-functional execution and scalable delivery.
Regional transformation requires consistency without ignoring local operating realities.
Led $13M+ multi-country transformation programs across 14 countries at GE Transportation.
Platform modernization, shared services, governance, regional delivery models and business/technology alignment.
More scalable, resilient enterprise platforms and operating processes.
Too many initiatives compete for funding without a common view of strategic value, dependencies or execution risk.
Directed a €21M enterprise transformation portfolio at Banque Raiffeisen; advised executives and investors on strategic portfolios exceeding €35M.
Portfolio governance, roadmaps, executive decision forums, business cases, benefit hypotheses and prioritization.
Stronger investment decisions, clearer accountability and measurable value realization.