This document outlines a lab exercise for building a cloud application using IBM Bluemix and the Weather Company Data service. Participants will follow a DevOps lifecycle to modify an existing web application, incorporating weather forecasts to suggest activities based on the weather. The lab covers application cloning, adding features, utilizing API calls, and deploying changes within the Bluemix environment.