We present RVPLAN, a general purpose framework for replanning that combines classical planning with runtime verification. RVPLAN uses runtime monitors to report violations of the planner’s assumptions over the system, effectively detecting plan failures. Re-planning is triggered when such violations are detected, using the feedback from the monitors to update the model of environment. We illustrate the use of our framework with a remote inspection running example.