Many organizations struggle with integrating machine learning due to a disconnect between engineers and leadership . CAIBS offers specialized workshops aimed to equip executives with the knowledge needed to shape impactful AI roadmaps. Our emphasis is on explaining complex concepts and encouraging data-driven judgments across the whole organization