Sensor data or time-series data is not naturally aligned and can arrive out of order, just some of its attributes complicating the data preparation process and stalling data science experiments. The PI Integrator for Business Analytics eliminates this data preparation burden and natively integrates data stored in the PI System with platforms where data science experiments can be run, like AWS, Microsoft Azure or Hadoop, and business intelligence tools where complex correlations can be found.