A method and system for automatically integrating component logs is provided. The method includes retrieving from a software application, high level log identification values representing transactions executed by the software application. Compiled machine language identification values representing compiled code associated with the software application and the hardware device are retrieved from an agent and a high level log identification value of the high level log identification values is identified. The high level log identification value is associated with an instruction set processed by a central processing unit (CPU). An instruction set identification value is correlated with the compiled machine language identification values. The compiled machine language identification values are converted into decompiled machine language identification values and the decompiled machine language identification values are correlated with log levels associated with the high level log identification values.