The DONE SYMPLE Investigator-initiated phase III prospective, randomized, open-label, blinded endpoint-controlled clinical trial. This clinical trial is a global clinical study testing whether a procedure called endovascular therapy, which removes blood clots from blocked brain arteries, can safely benefit more stroke patients when used up to 72 hours after symptoms begin. Endovacular Therapy is already proven to improve recovery in patients treated within 6 hours, but only when advanced imaging like Computed Tomography (CT) perfusion or Magnetic Resonance Imaging (MRI) is available to guide treatment. Unfortunately, many hospitals, specially in underserved areas, do not have access to this type of imaging. This trial will investigate whether a basic brain scan called non-contrast CT, which is widely available in hospitals around the world, can be used instead. Special software will automatically analyze the CT scan to help doctors decide if a patient has enough brain tissue left to save with Endovascular Therapy. If this simpler approach works, it could expand access to lifesaving stroke care for more people globally. The study will enroll 500 adult stroke patients, ages 18 to 80, with a large vessel blockage in the brain's anterior circulation, moderate to severe stroke symptoms, and who are between 6 and 72 hours from when they were last known to be well. All participants will undergo CT imaging analyzed by the automated software. If the scan shows a small core of already damaged brain tissue and a larger area of threatened but still viable brain, the patient will qualify. Participants will be randomly assigned to receive either standard medical therapy alone or medical therapy plus Endovasculat Therapy which involves inserting a catheter through a blood vessel to reach the brain and using a device to remove the clot. This procedure is performed by trained stroke or neurointerventional specialists. The study is open-label, meaning patients and doctors know which treatment is given, but the assessment of patient recovery will be done by independent reviewers who do not know the group assignments. The primary goal is to determine if patients who receive Endovascular Therapy have better recovery at 90 days, measured by a scale called the modified Rankin Scale, which assesses how much disability a patient has after a stroke. The trial will also look at safety (especially brain bleeding after treatment), size and growth of brain injury on follow-up scans, recovery of strength and language, and overall quality of life and survival. Imaging will be reviewed centrally by a specialized team, and results will be analyzed to see how well Endovascular Therapy performs using this new patient selection method. The DONE SYMPLE Trial is sponsored by Foundacio Ictus in Barcelona Spain and the University of Iowa is the Central Coordinating Center for the Study. It will take place at up to 20 hospitals worldwide. All patients will be followed closely with exams and imaging at specific time points up to 90 days after treatment. If successful, this trial could change stroke care around the world by proving that Endovascular Therapy can be used safely and effectively even without advanced imaging, using tools available in most hospitals. This could help more stroke patients, especially in rural or resource-limited areas, access treatments that may improve their chances of recovery and reduce long-term disability.