The knowledge that CALO needs to access is distributed across multiple information sources such as the IRIS knowledge base, user's personal calendar, email server, and various other modules that are subsystems in CALO. The CALO Query Update Manager (QUM) provides an interface using which all knowledge in CALO can be queried.