An optoelectronic device having an intelligent transmitter module (“ITM”) includes a mechanism for logging operational information regarding the ITM. The optoelectronic device includes a microcontroller and a persistent memory. The microcontroller is configured to identify the operational information, and write log information representing the operational information to the persistent memory. The operational information may include statistical data about operation, or may include measured parameters. Log entries may be made periodically and/or in response to events. The log may then be evaluated to determine the conditions under which the ITM has historically operated.