IBM Tivoli APM solutions are engineered to support the most demanding, complex, and mission critical applications on the planet, regardless of deployment methodology. This paper details the reasons why it is important for today's management toolsets to support Clouds and similar dynamic infrastructures, and highlights IBM Tivoli's answer to the challenge of building service assurance into complex application ecosystems