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Improve Your Models

Schedule Model Refreshes, Schedule Model Refreshes

Schedule Model Refreshes

No More Out-of-Date Models

Product Improve Schedule Model Refresh'

InfiniteInsight™ Factory has shown that there is no reason to be satisfied with an out-of-date model. With a couple of clicks, business users can schedule model refreshes as often as needed by the business.

Why’s this important? Because for many businesses, data changes rapidly over time. Markets like the communications industry can’t afford to rely on old models when customer retention and propensity to churn are often linked to competitive offers and other market dynamics.

With traditional modeling approaches, regular model refreshes is next-to-impossible. It just takes too much time to rebuild analytical data sets and predictive models. But thanks to InfiniteInsight™ Factory, those days are long gone.

  • Schedule periodic model refreshes – monthly, weekly as often as necessary
  • Re-compute attribute influence to monitor changes in customer behavior
  • Monitor performance indicators through time
  • Optimize binning and banding for every model iteration
  • Schedule refreshes based on tasks or events, including data deviations
  • Control over model evolution:

    1)  re-compute key variables or keep initial list
    2) re-compute variable binning and banding or keep initial structures

  • Stores model versions to allow users to see history and activate prior versions
  • Because all models are refreshed monthly or weekly, the business never has to be satisfied with old, out of date models (Belgacom)
  • Automatically generate application tables and module updates using InfiniteInsight™ Explorer’s semantic layer, making the modeling process easier and faster (Neopost)

Success Stories

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