Airlines face constant pressure to maximize non-ticket revenue, particularly from business class upgrades, in-flight food sales, and magazine advertising. However, sales were inconsistent across routes, inventory costs were high, and premium advertising value was difficult to sustain due to limited in-flight engagement.
We implemented a data-driven approach to optimize in-flight sales and revenue management by: