Perspectives from
the operating room.

The liability is product-specific and calculable. This note covers what the CBAM calculation requires and where most initial estimates are incomplete.

Trade policy fragmentation is changing sourcing economics across multiple categories. This note covers what the structural shifts mean for network design decisions.

Procurement programmes that focus on savings targets often create supply resilience gaps. This note covers where the trade-offs typically emerge and how to frame them.

Most supply chain AI deployments remain at pilot stage. This note covers the operational and organisational conditions that determine whether deployment succeeds.

Each chokepoint has a different disruption probability, alternative routing option, and cost impact. This note covers how to frame each for contingency planning purposes.

Steel price volatility affects project and manufacturing costs directly. This note covers the hedging and contractual options available to procurement teams operating in the GCC–India market.

The India–UAE CEPA changed duty economics across a range of categories. This note covers which categories are most affected and what the landed cost implications are.

Shifting sourcing away from China requires supplier qualification, quality transfer, and logistics architecture decisions that are rarely covered in the strategic rationale.

The two approaches have different data requirements, organisational dependencies, and planning infrastructure implications. This note covers what each requires to function in practice.