An example method includes accessing, by a data platform via a network, data from one or more cloud environments; identifying, by the data platform and in the data, first data associated with a first entity and a first data type and second data associated with a second entity and a second data type; mapping, by the data platform and based on the first entity and the first data type, the first data to a first data stream of a data streaming platform; mapping, by the data platform and based on the second entity and the second data type, the second data to a second data stream of the data streaming platform, the second data stream different from the first data stream of the data streaming platform; and generating, based on the first data stream, a graph representing activity associated with the first entity in the one or more cloud environments.