Delivery combines architecture workshops, technical assessment, implementation planning, and execution with AWS specialists. For Brazilian teams, we account for language, time zone, stakeholder access, privacy requirements, and Region design from the start. The AWS São Paulo Region can support Brazil data-residency strategies and LGPD-aligned architecture patterns when workloads require local processing or storage. For generative AI, residency decisions depend on the model, service, Region, inference profile, data sent to the model, logs, backups, and customer-defined operating controls.