Responsible AI
Ship AI with confidence (beyond compliance)
Helping product and tech leaders operationalize the EU AI Act and embed responsible AI practices into day-to-day product work.
- AI risk review & compliance readiness (EU AI Act, governance, data & model risk)
- Operating model for Responsible AI (roles, rituals, decision gates)
- Model/feature lifecycle controls (evaluation, monitoring, post-market)
- Policy-to-product translation for legal & exec teams
- Executive briefings & board workshops
Outcomes
✔ Reduced regulatory risk and audit-ready documentation
✔ Faster go/no-go decisions on AI features
✔ Trust signals for customers and partners
Product Strategy
Clarity, focus, and momentum for product orgs
Partnering with CPOs/VPs to set strategy, design operating models, and align portfolios to outcomes.
- Product operating model design (cadences, decision rights, staffing)
- Outcome-driven portfolio & roadmap (value, risk, capacity)Operating model for Responsible AI (roles, rituals, decision gates)
- Discovery & evidence systems (insights → bets → results)
- Org design & leadership coaching for Product Leaders
- Due diligence / strategic product reviews
Outcomes
✔ Fewer priorities, more results
✔ Roadmaps tied to measurable business outcomes
✔ A calm, high-signal operating rhythm
Executive Advisory & Workshops
Sharp foresight for leaders navigating AI and product complexity.
Helping boards, executives, and senior product leaders align on the risks, opportunities, and strategic pathways of building responsible, future-proof product organizations.
- Executive briefings on AI, regulation, and product strategy
- Board- and C-suite workshops for alignment on product risks & opportunities
- Strategic scenario planning and decision frameworks
- Leadership coaching for CPOs/VPs navigating scale and complexity
Outcomes
✔ Informed, future-ready leadership decisions
✔ Alignment between business strategy and product execution
✔ Clearer governance and trust signals for investors, customers, and regulators
10+ years
Driving product leadership across SaaS, PaaS, AI & enterprise
PhD research
Building frameworks for Responsible AI in product organisations
Advisory
Partnered with Fortune 500s & EU scale-ups on strategy & Responsible Tech
Impact
Research & insights shared across global AI, product, and policy communities
I help product leaders and executives cut through complexity with clarity, foresight, and momentum.
My approach bridges responsible innovation, product strategy, and executive alignment — ensuring organizations not only build the right products, but also lead with trust and vision.
