Predictive Analytics Use-Cases


Automated Supply Chain Drives down Costs

  • Built a data platform to ingest 400,000 messages per second from vibration sensors located on drill bits

  • Scored these messages and if it breached KPI's, we integrated with SAP to pull out a bill-of-materials to place an order with the supplier

  • Data ingested was then used to build predictive models that showed proactively when a drill bit is going to go bad so that the engineer can scheduled a planned outage to replace the drill bit.

  • The automation and predictive insights added tremendous business value to solve a problem that would costs millions if outages were not planned.


Insurance Claims in minutes vs weeks 

  • a solution to scan, index and load documents into a platform where we could drive automated workflows

    • file insurance claims

    • perform intelligent searches

    • build themes on the data in an unsupervised way

    • connect data using sciences algorithms to create insights, create document drag based on KPI's or attributes. 



Proactive Asset monitoring gets bank into Compliance

  • Using RFID to track an monitor Credit Card Handheld machines

  • Solved for Merchant Churn and Device Churn

  • Proactively engage with merchants to provide them with services that differentiate

  • Know when devices are out of compliance and dispatch new units proactively to reduce outage windows.