Case Studies
What was unclear. What was discovered. What it enabled.
Five real systems built around real business questions.
30.4%
Net Margin
D2C Profit Visibility System
Uncovered hidden cost leaks and established true profitability across channels.
₹5.96L
Profit Identified
7.2%
Return Rate Impact
Channel-Level
Profitability View
+748M
TRB Uplift
Marketing Budget Optimization & ROI Simulation
Reallocated budget to maximize high-value customer acquisition.
3.83%
Portfolio Growth
Referral
Highest ROI Channel
Simulation
Reallocation Model
Top 20%
Drive Most Revenue
Customer Revenue & Retention Analytics System
Revealed revenue concentration and retention patterns.
Cohort Decay
Retention Pattern
Forecast Layer
Trend-based
Concentration
Revenue Distribution
0.58%
Fraud Rate
Credit Card Customer & Fraud Analytics
Identified fraud patterns and revenue concentration.
$26.24M
Revenue Analyzed
94%
Active Customers
Concentrated
Risk Pattern
69%
Informational Intent
Search Demand & Market Trends Analysis
Uncovered shifting user behavior and demand patterns.
3%
Transactional Searches
Surge
Offline Demand Growth
Multi-year
Demand Window