The document summarizes the annual AWS user group event in Peru in 2016. It discusses several new AWS services that were announced at the event including new regions, deep learning, AWS Lightsail, EC2 F1 instances, AWS Athena, Amazon Rekognition, Amazon Polly, Amazon Lex, PostgreSQL for Aurora, AWS Greengrass, VMWare on AWS, NASA's first Alexa app built with AWS IoT, AWS CloudFormation, AWS OpsWorks for Chef Automate, AWS EC2 System Manager, AWS CodeBuild, AWS X-Ray, AWS Personal Health Dashboard, AWS Shield, AWS Shield Advanced, AWS Pinpoint, AWS Glue, AWS Batch, AWS Task Placement Engine, AWS Blox,