Collaboration tools contain a lot of data about teams, projects, employees, and the social interactions between them. They are also the go-to place to look for help and ask questions when you’re not sure which of your colleagues can help you solve the problem you’re experiencing. If we analyze the data about the company and the interactions that have taken place within it, we might be able to semi-automate this process and provide helpful and accurate recommendations.