EXCLUSIVE MODELS

Beyond its expertise in data mining and its ability to make the best of the most advanced algorithms coming the research field of statistical machine learning, ApSTAT Technologies consistently applies a rigorous model selection process that allows to guarantee the optimal performance of a deployed system.

Before any deployment, our experts create thousands of different models using the provided historical data. These models are then tested in order to evaluate their performance once deployed in the real world. Only the best-performing model, the one most closely answering your particular problem, is actually deployed.

In order to ensure a continuous level of optimal performance, ApSTAT updates the models on a regular basis. In addition to ensuring the high accuracy of the deployed model, this allows on-going and responsive adjustments to the market changes that impact your business.

APPLICATION AREAS

For its clients, ApSTAT Technologies has developed analytical and predictive models that go well beyond the classical techniques of data mining and statistics such as regression and classification. Here are a few examples of the kind of exclusive models that ApSTAT has developed for specific applications:

Application	Model Type
Insurance	Insured driver ranking model, at the core of Optimal Risk Sharing (ORS) Pure premium estimation model based on statistical machine learning Customer lifetime value evaluation
Finance	Commodity price spread forecasting model Stock ranking model within a specified universe Active options portfolio management model
Signal Processing	Impulsive transient signal classification model
Workforce Management	Workforce demand forecasting (retail stores, call centers) Employee absenteeism and tardiness forecasting model