Airlines and their technology providers are moving to modernise commercial processes to optimise the revenue they can realise from a relatively fixed stock of flight seats. Dynamic pricing is one approach that promises significant revenue improvements. This paper surveys the current landscape for airline dynamic pricing. It identifies progress to date and the challenges that must be overcome for airlines to realise the available benefits.