Machine to Cloud Connectivity Framework is a solution that provides secure factory equipment connectivity to the AWS Cloud. The solution features fast and robust data ingestion; highly reliable and durable storage of equipment data; and serverless event-driven applications that help manage the factory configuration. The solution is easy to deploy, and can help drive an increase in plant efficiency and uptime, improve production flexibility, and identify new business opportunities.