AI applications for ICH management demonstrate high diagnostic accuracy, particularly in assisting radiologists. However, the broader impact on workflow and therapeutic outcomes remains unclear. Studies indicate potential benefits, but the lack of independent, higher-level efficacy research limits conclusions on their clinical utility, highlighting the need for robust validation and real-world clinical impact assessments.