AWS Cost Optimization in São Paulo fits when the company already has delivery pressure but needs to reduce technical risk before scaling. São Paulo companies often need to align leadership, technical teams, partners, and data requirements in a market with high pressure for speed. The starting point is separating reversible decisions from structural ones: Region, data, identity, network, cost, integration, and operations. That keeps the roadmap executable by engineering squads, not just slideware.