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💺 Train Seat Yield Lab

Act like a rail revenue manager: set seat prices, forecast passenger demand, calculate load factor, profit, and decide whether your plan is fair as well as profitable.

Design the service

estimated profit
load factor
ticket revenue
fairness signal

Seat mix and money maths

Yield management means matching limited seats to different passenger needs. The goal is not simply the highest price: empty seats earn nothing, while unfair pricing can lose trust.

Fare bucketDemand modelSeats soldRevenueShare of train
Press run to fill the train plan.
Try raising the flexible fare. Does profit improve, or does demand fall enough to leave empty seats?
TrainsBusiness mathsPercentagesFinancial freedom

Revenue manager challenges

Mission 1: Fill the train

Find prices that sell at least 90% of seats while still making a profit. What was your load factor?

Mission 2: Fair fare test

Keep the average fare below the fairness warning, then compare your profit with a more expensive plan.

Mission 3: Empty-seat detective

Raise every fare by £10. Which fare bucket loses the most passengers, and why?

Mission 4: Freedom fund bonus

If 10% of profit went into new trains, how many trips would fund a £50,000 station upgrade?