I am a supply chain and transformation leader focused on improving how complex organisations design, align, and execute decisions across global planning environments.

My work is centered on strengthening decision quality, operational alignment, and execution reliability in large-scale, regulated systems characterised by uncertainty, interdependencies, and global complexity.

In complex transformation environments, I operate through three guiding principles:

End-to-end system performance over functional optimisation. I focus on improving overall enterprise outcomes rather than optimising individual organisational silos. 

Decision clarity over process complexity. The objective is not to design more processes, but to enable better, faster, and more consistent decision-making.

Adoption and usability over technical sophistication. Transformation only delivers value when systems are understood, trusted, and embedded in daily execution.

I have operated across global supply chain and planning environments in pharmaceutical, FMCG, and other highly regulated industries, where performance must be achieved under conditions of complexity, uncertainty, and strict compliance requirements.This experience includes leadership of:

• transformation of end-to-end planning and IBP processes
• deployment of integrated planning and forecasting systems
• redesign of governance and enterprise decision frameworks
• integration of analytics and data-driven capabilities into planning environments

Throughout my career, I have operated across four core transformation domains:

• End-to-end supply chain and planning transformation
  Leadership of integrated planning models (demand, supply, IBP/S&OP) across global organisations.
• Operating model and governance design
  Redesign of decision rights, cross-functional alignment, and planning governance in matrixed environments.
• Data-driven and AI-enabled decision systems
  Integration of advanced analytics into forecasting and planning to improve decision quality and transparency.
• Large-scale planning system transformation
  Deployment and optimisation of enterprise planning platforms in complex, regulated environments.

My current focus is on how organisations evolve their planning and decision-making capabilities in response to increasing complexity, volatility, and the growing role of data and AI in enterprise environments.

In particular, I am focused on:

• decision intelligence in supply chain environments
• application of explainable AI in forecasting and planning
• scenario-based planning approaches
• governance models for cross-functional decision-making