Causal analysis for network environment changes

In some implementations, a device may obtain deployment information, associated with a deployment of a first application, indicating first network resources to be associated with the deployment of the first application in a network. The device may obtain network usage information indicating second network resources associated with one or more second applications in the network, where the second network resources are associated with the first network resources in an infrastructure of the network. The device may detect, based on the first network resources, the second network resources, and the infrastructure, that a network resource conflict will occur if the first application is deployed using the first network resources, wherein the network resource conflict is associated with an impact to a performance of at least one application from the one or more second applications. The device may perform an action associated with the deployment of the first application.