Systems and methods allow users to leverage multiple disparate cloud solutions, offered by disparate service providers, in a unified and cohesive manner. A system includes an image database configured to store a virtual machine image in a stored image format and an engine configured to allocate a task among two or more disparate cloud services. The engine is further configured to convert the virtual machine image from the stored image format to a deployed image format, wherein the deployed image format conforms to formatting for one of the two or more disparate cloud services, and deploy the virtual machine image in the deployed image format to a virtual machine instance of the one of the two or more disparate cloud services.