Look to your bigdata for answers

When we looked at the impact of pricing changes for a top-tier telecom we were able to use a large amount of traffic data to validate the model.
This doesn't always mean using Analytics tools to get bigdata analysis done.
Often summarising data using SQL or other database tools, then modelling on appropriate summary data will be more effective.