Capabilities

AI, strategy and execution as one integrated product system

A cross-functional leadership map that combines product strategy, AI implementation, commercial impact and design-led execution.

Capability

AI Product Leadership

Turn AI capability into practical products with accountable outcomes.

Focus

  • RAG, vector database and prompt optimisation product patterns
  • AI-enabled workflow automation and operational productivity
  • AI-assisted design and engineering practices for faster iteration

Evidence

  • Embedded RAG and prompt optimisation in Merlin PMS modernisation
  • Built feasibility-first operating cadence for AI-enabled roadmap items
  • Aligned technical and product teams on model quality and usability trade-offs
Merlin PMS Modernisation

Capability

Strategy and Portfolio Direction

Align product investment to business objectives, risk and growth.

Focus

  • Product vision, portfolio prioritisation and roadmap governance
  • Executive stakeholder alignment across UK and US leadership teams
  • Operating model design for product, UX, engineering and data

Evidence

  • Led portfolio decisions for regulated enterprise programmes
  • Introduced outcome-led planning with clearer MVP gates
  • Improved executive decision velocity through stronger KPI framing
Merlin PMS ModernisationNews UK API and Platform Re-architecture

Capability

Commercial and Market Impact

Drive measurable business outcomes across B2B, B2C and B2B2C.

Focus

  • Revenue, retention and experience improvement through product strategy
  • Product-led growth thinking with buy-versus-build discipline
  • Commercial telemetry and KPI frameworks for decision confidence

Evidence

  • Contributed to approximately 40% revenue growth at News UK
  • Helped scale platforms serving 120M+ monthly page views
  • Connected delivery milestones to commercial metrics and customer impact
News UK API and Platform Re-architecture

Capability

Design-Led Product Execution

Combine UX depth with agile leadership to improve speed and quality.

Focus

  • Design and user research embedded into product discovery
  • Agile leadership across Scrum, Kanban and scaled delivery contexts
  • Cross-functional team leadership in complex, regulated environments

Evidence

  • Delivered approximately 70% defect reduction at CBRE
  • Increased delivery velocity by roughly 10x in transformation environments
  • Scaled cross-functional collaboration through clearer problem framing
CBRE Compliance Platform Modernisation

Journey

See capability in context across project stories