I help global AI companies adapt products for the Brazilian market and turn an early concept into a practical implementation roadmap.

The work combines product strategy, PT-BR localization, agent architecture and operational design.

You can expect: • Market and user-context review for Brazil • PT-BR language and conversation guidelines • Product scope, priorities and success metrics • Architecture and integration recommendations • Risk, evaluation and launch plan • Clear next steps for product and engineering teams

Best for AI products entering Brazil or Brazilian companies moving from experiments to a scalable system.