NTT DATA created an analytics methodology called BICLAVIS by leveraging the expertise acquired from 200 business intelligence (BI) consulting cases.
1) Proactive-type BI: Understand and predict users’ behavior to proactively provide targeted services or functions.
Examples of applications: Recommendation systems, anomaly detection.
2) What-if-type BI: Design new business logics and evaluate them by numerical simulation.
Examples of applications: Supply chain optimization, resource planning.
3) Aggregate-type BI: Aggregate and visualize accumulated data in various dimensions.
Examples of applications: Planning task, supply-demand adjustment.
4) Discovery-type BI: Discover the correlation and rules among accumulated mass data by using data mining techniques.
Examples of applications: Customer scoring, risk quantification.