Customer Background
A national retail cooperative consisting of luxury brands required a unified way to view consolidated financial performance across their independently operated entities. Fragmented reporting, disconnected systems, and inconsistent data quality created barriers to enterprise-level financial transparency.

Objective
The objective was to build an internal financial analytics platform capable of aggregating sales, cost, and profitability data across dozens of entities. The platform needed to enforce role-based access, support multi-entity reporting, and deliver standardized KPIs and P&L metrics.

Approach

  • Data Integration - Connected accounting systems and operational sources using secure connectors.
  • Data Modeling - Designed a unified semantic model supporting financial, sales, and profitability KPIs.
  • Power BI Dashboards - Delivered iterative dashboards for sales variance, margin analysis, and benchmarking.
  • Governance - Implemented access controls, metric definitions, and validation workflows.

Outcomes

  • Standardized enterprise-wide visibility across financial and operational metrics.
  • Accurate variance reporting and real-time profitability monitoring.
  • Improved decision-making for executives, finance, and entity owners.
  • Scalable foundation for future cloud-native financial data integration.

Aggregate P&L Financial Performance | Executive Overview

Unified financial insight across multi-entity retail operations

Sales $
$203,874,082
+15.72%
Previous: $176,184,835

Costs $
$140,318,314
+16.51%
Previous: $120,436,176

Gross Profit $
$63,555,768
+14.36%
Previous: $55,574,865

Gross Margin %
31.2%
-0.40%
Previous: 31.6%

Sales $ Variance
$27,689,247

Costs $ Variance
$19,882,138

Gross Profit $ Variance
$7,807,109

Gross Margin % Variance
-0.5%

YTD Variance - Gross Profit & Margin %

Rolling 12-Month Profitability Trend

Company comparison vs consolidated performance

Cost Efficiency Index vs Sales Productivity

High performing and underperforming entities

*Dashboard simulated to respect customer confidentiality though based on actual project objectives.