At an interface a first analytic model for processing data and a second analytic model for processing data are received. A first virtualized execution environment is generated for a first analytic engine that includes executable code to implement the first analytic model for processing a first input data stream. A second virtualized execution environment is generated for a second analytic engine that includes executable code to implement the second analytic model for processing a second input data stream. The first virtualized execution environment for the first analytic engine and the second virtualized execution environment for the second analytic engine are deployed.