• Reconciliation of invoicing was validated
  • Identified the root cause of delivery for over-ages or under-ages reported by retailers
  • Bridged the gap by comparing the historical data and detect the discrepancy with respect to invoicing
  • Developed a design to build a one-stop solution to help retailers for visualizing the data


  • User Experience Reconciliation went down from 2 weeks to 2 days
  • Easy to use, efficient & responsive visualizations
  • Scalability Factor: Processed 3X data in a quick turn around time, improved data speed from 15 mins to 2 secs


  • Enterprise-ready, web-based solution
  • The solution enabled CPG vendors to quickly perform analysis to drive more sales, decrease cost, improve profitability & reduce out-of-stocks