Most companies know their revenue. Very few know where their profit actually comes from. That gap is expensive. I recently analyzed a commercial & logistics dataset for a cement company and what I found underneath the surface numbers was the kind of insight that changes how a business makes decisions. Here's the headline: → ₦70.7M total revenue → ₦19.3M total profit → 27.3% average profit margin Clean numbers. But the real story started when I broke them down 👇 📍 Regional Profitability The South South region didn't just generate revenue, it led in profitability. Not every region performs equally and treating them like they do is a costly assumption. 🧑‍🤝‍🧑 Customer Segment Analysis Retail vs. Distributor customers showed clear differences in revenue contribution. Segment level visibility changes how you price, prioritize, and grow. 🚚 Delivery & Operational Efficiency Deals were closing but delivery gaps were quietly leaking value before products even reached customers. Operational blind spots don't show up in revenue reports. They show up in margins. 🏅 Sales Rep Performance A concentrated group of top performers was driving a disproportionate share of results. That's a talent insight, a succession risk, and a coaching opportunity all in one. Reporting revenue is easy. Understanding what's driving it and what's quietly eroding it is where real business intelligence lives. That's the difference between a dashboard and a decision. 🛠️ Built with Microsoft Excel, Pivot Tables, Data Modelling, Dashboard Design This is the kind of work I'm building my practice around: ✅ Sales & business performance analytics ✅ Financial analysis & margin optimisation ✅ Logistics, supply chain & operational data ✅ Risk analytics & data driven decision support If your business is sitting on sales, logistics, or financial data without a clear view of what it's telling you, that's exactly the problem I solve. 📩 Currently open to Data Analyst, Business Analyst, and Risk Analyst opportunities, full time, contract, or freelance. Drop a comment, send a DM, or follow along. More projects like this coming soon. #DataAnalytics #BusinessIntelligence #ExcelDashboard #SalesAnalytics #LogisticsData #FinancialAnalytics #ProfitabilityAnalysis #DataDriven #RiskAnalytics #OpenToWork #DataAnalyst #BusinessAnalyst #AnalyticsPortfolio #OperationalEfficiency #DataStorytelling