C5i
Case Studies
Leading PC manufacturer enhanced forecast accuracy and campaign attribution accuracy with analytical measurement system
Overview
Leading PC manufacturer enhanced forecast accuracy and campaign attribution accuracy with analytical measurement systemC5i |
Analytics & Modeling - Big Data Analytics Application Infrastructure & Middleware - Data Exchange & Integration Application Infrastructure & Middleware - Data Visualization | |
Business Operation Sales & Marketing | |
Demand Planning & Forecasting Predictive Maintenance Supply Chain Visibility | |
Data Science Services System Integration | |
Operational Impact
Seamless data integration across multiple platforms and sources. | |
Scaled up the existing unified marketing database by integrating 21+ data sets from multiple sources. | |
Implemented highly effective predictive models to forecast marketing spends and expected revenue. | |
Quantitative Benefit
Confidence levels of 85% and R2 values close to 75% for forecasting marketing spends and expected revenue. | |
80% confidence level of attributing KPIs to campaigns. | |