Enterprise & Commercial Cases
Engineering for business outcomes.
Real business problems, data modeling and decision support. Protected cases expose only desensitized summaries; full details are reserved for interview discussion.
Channel-stuffing investigation → discount mechanism optimization
From order-level anomaly and value-leakage analysis to discount-mechanism audit review and control optimization.
Cabinet lifecycle → procurement decisions
Quantitative asset-lifecycle analysis using desensitized enterprise data to support retain, replace and procurement decisions.
Data governance → pricing model
A stable data and pricing foundation built around commercial real-estate governance, data structures and algorithmic models.
Site selection → commercial scenario profiling
A computable and explainable site-selection model built from POI, spatial context and commercial scenario features, then delivered through Site Scout.