Image-guided therapy (IGT) is the practice of using medical imaging to plan, perform, and evaluate medical interventions. Such therapies not only make procedures more precise and less invasive for patients, but also generate rich streams of data for clinicians. Given the advances in processing power and artificial intelligence, there is immense potential to leverage this data to improve clinical outcomes. The INOVAIT network was founded by the Sunnybrook Research Institute in order to unlock the power of IGT data by facilitating the integration of AI data handling into the industry’s most promising ventures.