Aidan partners with shippers around the world to adopt AI pragmatically, solving real problems without losing sight of the people who run the operation. Aidan works close to the day-to-day reality of ocean freight: the exceptions, the edge cases, and the workflows that fall apart under pressure. That vantage point shapes how he approaches AI in logistics. It has to hold up against real containers, real deadlines, and the people accountable for both.