Figure 2, April 25 -- Artificial Intelligence (AI) is emerging as a critical, high-potential complement to traditional anti-corruption efforts, particularly within the domain of public procurement-a sector representing an estimated $10 trillion in annual global spending (10% to 25% of global GDP). Current research and policy analysis indicate that AI acts most effectively as an "augmenting" force rather than a replacement for human oversight.

Energy and Health Procurement

Energy and healthcare procurement are deeply interconnected. Hospitals rely on reliable electricity, fuel supply, and medical equipment procurement to deliver essential services. When procurement systems fail, the consequences are immediate and visible-power outages in...