Days in advance booking for airplane tickets- I want someone who knows the airlines industry methodologies

That's the kind of problem you'd use a self-learning AI for. A deep-learning neural network might be able to give you decent estimates for one specific flight at one specific date in the year after training it with about 200-500 training records, provided the price is always being determined by the same person.

Multiply the number of data records for training by the number of persons who are somehow involved in the determination of the price, multiply by the number of flights and dates you'd like estimates for, and because this requires a larger network, take the square of the total number of records to be on the safe side.

Now all you need is a server farm to host the required data records and network weights, and enough computing power to finish training the system before the last of the dates that you'd want an estimate for.


Alternative: Just buy the company and dictate the prices yourself. That's probably cheaper and more reliable.