princeville45/Operations-Intelligence-Africa

A statistical intelligence framework designed for informal and formal businesses in emerging markets. Real problems. Real data. Real decisions. # Operations Intelligence Africa A statistical intelligence framework designed for informal and formal businesses in emerging markets. Real problems. Real data. Real decisions. ## The Problem Most data tools are built for Silicon Valley, assuming stable infrastructure, clean data, and enterprise budgets. In Ife, Lagos, or Nairobi, the reality is different. Businesses operate in high-volatility environments with fragmented data and minimal overhead. ## The Vision A lightweight, Python-powered intelligence layer that works on any phone, any network, and any budget. This framework bridges the gap between raw ledger data and strategic business decisions. ## Features: . **Inventory Intelligence**: ABC analysis and stock velocity tracking. . **Revenue Analytics**: Automated reporting and growth tracking. . **Statistical Anomaly Detection**: Identifying leaks and operational errors. . **Lightweight Forecasting**: Predicting demand with minimal historical data. ## Technical Stack: . **Core**: Python, pandas, numpy, scipy. . **Connectivity**: Google Sheets API for low-cost, accessible data storage. . **Case Study**: Implementation at C-Way Depot, Ife, Nigeria. Built by **Irem Victor Chinonso**, Statistical Business Architect, OAU Ile-Ife.