Advisory & Fractional Leadership

I work with CEOs and Boards navigating structural product, AI and platform transformation. As a Fractional CPO / CPTO, I focus on embedding intelligence into systems, aligning product with financial discipline, and redesigning organizations for sustainable scale.

AI Transformation

AI is not layered as a trend feature. It is embedded architecturally to multiply productivity, automate decision flows, and structurally improve operational leverage.

  • —AI-first product strategy embedded at system level
  • —Multi-agent and decision system design
  • —Automation for productivity multiplication
  • —Platform architecture for AI-native scale

Product & Tech Operating Model

  • —Product org redesign
  • —Tech stack consolidation
  • —Decision frameworks and execution cadence
  • —Search visibility systems (SEO + AEO for AI-native discovery)

Platform Rebuild

  • —Platform architecture review
  • —Tech stack migration
  • —Monetization and unit economics alignment
  • —Scalable platform design

Executive Mentoring

  • —Product leadership development
  • —AI-native product systems
  • —Executive workshops
  • —Former Lecturer at ISDI (2 years)

Board-Level Product Strategy

  • —Investment-readiness review
  • —PRD and roadmap critique
  • —Executive and board alignment
  • —P&L and monetization structuring

I partner with ambitious teams ready to rebuild systems — not optimize features.

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