AlphaGroupOfDevelopers/M-Kopa-Accra-Operations-Intelligence-System

Accra Operations Intelligence System (AOIS), based on the Product Requirements Document (PRD). The AOIS aims to provide a centralized platform for an Operations Manager to gain visibility, monitor performance, analyze transfers, derive operational insights, and support executive decision-making for M-Kopa agents across MTN offices in Accra. # M-Kopa Accra Operations Intelligence System (AOIS) A comprehensive operations intelligence platform for managing M-Kopa agents across MTN offices in Accra. ## Overview The M-Kopa AOIS provides real-time visibility, performance tracking, and actionable insights for operations managers to effectively oversee sales agents, shop performance, and daily operations. ## Project Structure ``` M-Kopa-Accra-Operations-Intelligence-System/ ├── backend/ # FastAPI Backend │ ├── app/ # Application code │ │ ├── api/ # API endpoints │ │ ├── core/ # Configuration & security │ │ ├── db/ # Database setup │ │ ├── models/ # SQLAlchemy models │ │ ├── schemas/ # Pydantic schemas │ │ └── services/ # Business logic │ ├── tests/ # Test suite │ ├── alembic/ # Database migrations │ └── README.md # Backend documentation ├── docs/ # Architecture documents │ ├── M-Kopa AOIS - API & Backend Architecture.md │ ├── MKopa_AOIS_Architecture_Design.md │ └── MKopa_AOIS_Demo_PRD.md └── README.md # This file ``` ## Features ### ✅ Implemented **API Layer (22 Endpoints)** - JWT Authentication - Team Member (Agent) Management - Shop Management - Sales Data Management with Bulk Import **Business Services** - Team Service - Agent CRUD and search - Shop Service - Shop CRUD and search - Sales Service - Sales tracking and daily summaries **Database** - PostgreSQL with 6 core models - Complete relationship tracking - Historical data support - Soft delete capability ### 🚧 Planned - Performance Engine (rankings, KPIs) - Analytics Engine (trends, insights) - Forecaster Service (predictions) - Google/Microsoft Forms Integration - Report Generator (PDF/Excel) ## Quick Start ### Prerequisites - Python 3.11+ - Post …