Embodiments of the invention relate to scalable input/output (I/O) function level error detection, isolation, and reporting. An error is detected in a communication initiated between a function and the system memory, the communication including an I/O request from an application. Future communication between the function and the system memory is prevented in response to the detecting. The application is notified that the error in communication occurred in response to the detecting.