Abstract: Variety of approaches to provide dynamic schedule creation based on a knowledge are described. A hosted service initiates operations to provide dynamic schedule creation upon receiving a request to generate a schedule for a team. Next, a schedule information associated with the team is retrieved from a scheduling data provider. Furthermore, the hosted service retrieves an expertise information and a scheduling preference information associated with the team from a personnel data provider. The schedule is generated based on the scheduling information, the expertise information, and/or the scheduling preference information. The schedule is provided for a presentation to a manager of the team.