Methods, apparatus, systems and articles of manufacture are disclosed that implement cloud functionality in a cloud agnostic system. An example apparatus includes: at least one memory; instructions in the apparatus; and processor circuitry to execute the instructions to: generate a blueprint including components of requested cloud resources and their relationships; provide an allocation flag to the blueprint, the allocation flag indicating the requested cloud resources are to be partially provisioned; transmit a first provisioning request to a cloud management platform, the cloud management platform to manage a plurality of cloud resources; and in response to the cloud management platform selecting cloud resources, transmit a second provisioning request to fully provision the selected cloud resources, the second provisioning request including constraints specific to the selected cloud resources.