NO ACTION WITHOUT RESEARCH!

at Predictive Mobility is to ensure that our research findings are only as valuable as how well they can be put into practice to improve our platform, AIR.PM. Whether our research is done internally or in partnership with Universities as part of our European Union accreditation, practical implication means for us actual results. Let us go through some examples.

across the platform, are benefiting from using machine learning models to improve over time the quality of our forecasts. Every time a forecast is run, we compare its results with the corresponding historical passenger traffic and revenue data. It helps our models to be auto calibrated and improve over time the quality of our previsions.

While many others claim using Artificial Intelligence (AI), we have decided to use Explainable Artificial Intelligence (XAI). Why? Because AI is about using “black box” models and the users are getting a result, without having the keys to understand how this result was computed. Explainable AI put you at the driver seat of the model, which become a “clear box” because you can directly intervene. The chart below presents the differences, with the user being in control of the algorithms. Using our New Route Development module or our Network optimizer, you will be able to directly interact with the model, to build a robust analysis, with confidence.

Our optimization models run metaheuristic methods, proven to be efficient tools to solve hard optimization problems. A problem is hard if finding the best possible solution for it may not always be possible within feasible time. This is typically the issue with network and fleet optimizations. Our optimization algorithms bridge this gap: they trade in solution quality for runtime, by finding particularly good solutions within feasible time. Therefore, you do not wait hours to get a result!

Have a look at our Blog for more details and regular updates on our research and achievements!

– AIR.PM is an integrated Agile Marketing Planning platform, including modules in Market Intelligence, Scheduling, Network Planning, Fleet Optimization, Budgeting, Fare Benchmarking, Seasonality and Dynamic Pricing. Their integration allows you to address any opportunity and threat on your market, as well as to unveil profitable new routes to operate!

– Predictive Mobility has been recognized in 2020 as one of the Top 10 Big Data providers worldwide, and the only one for the travel industry! The quality of our platform allows us to deliver Big Intelligence: big data at the service of your market intelligence, for more accuracy and agility in your marketing planning decisions!

– From our forecasting module being the only commercial solution running in parallel 7 different models, to our spill and recapture models, connection builder, or market stimulation curves, AIR.PM contains more advanced modelling capabilities than any other solution in the market, with the benefit of our user friendly interface.

– Predictive Mobility is part of the European Union’s Research and Innovation center of excellence (id 923248717) for all advanced researches in mobility, we have been elected to join the Airline Group of the International Federation of Operational Research Societies (AGIFORS), and have partnerships with L’Ecole Polytechnique de Paris and Politecnico di Torino.