Time-critical stroke care depends on decisions made under pressure. In acute ischemic stroke caused by large vessel occlusion, the interval between neurovascular imaging, patient selection, team activation, and endovascular treatment can shape clinical direction. Mechanical thrombectomy has become a central evidence-based treatment option for selected patients, but safe and effective practice requires more than knowledge of devices or anatomy. It requires structured reasoning