The natural resource sector faces intense pressure to optimize costs amid global economic shifts and ESG mandates. From AI-powered drilling analytics in Saudi Arabia to predictive maintenance in Nigeria’s power grids and automated logistics in Kazakhstan, AI can unlock significant value. However, data infrastructure gaps, regulatory complexities, and talent shortages pose challenges.