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.