Introduction: smart window cleaning robots minimize labor fees and safety pitfalls while competently protecting façades of lower-to-mid-rise structures with extended battery lifetime for giant responsibilities. Ignoring regime façade upkeep on very low-to-mid-increase properties often results in persistent grime buildup, compromised aesthetics,