micheal-tucker/sierra-intelligence

Sierra Intelligence is a Next.js web application designed for everyday users in Sierra Leone. It combines AI-powered assistance, scam detection, business profit analysis, and land document verification into a single mobile-friendly interface. # Sierra Intelligence Sierra Intelligence is a modern AI-powered web application built for Sierra Leone. It combines scam detection, business profit analysis, land document verification, and an intelligent assistant in a polished, mobile-first experience. ## Why this project exists This application helps everyday users and small businesses in Sierra Leone: - identify financial and messaging scams, - assess profit and cash flow for informal businesses, - validate land documents and reduce dispute risk, - get fast, AI-assisted guidance in English or Krio. ## Core features - **AI Assistant**: Ask about scams, land documents, business ideas, and local government information. - **Scam Detector**: Analyze suspicious SMS, WhatsApp, or email text for scam indicators. - **Profit Helper**: Calculate revenue, profit, margin, and generate practical business improvement advice. - **Land Document Checker**: Extract and analyze land paperwork for missing fields, inconsistencies, and risk. - **Scam Reports Store**: Save user-submitted scam reports and aggregate results for visibility. - **Land Risk Guidance**: Provide localized land dispute risk insights for selected Sierra Leone cities. ## Tech stack - Next.js 16 - React 19 - TypeScript - Tailwind CSS 4 - Radix UI primitives - OpenRouter for AI model integration - Tesseract.js and document parsing for OCR ## Project structure - `app/` — Next.js app routes and pages - `app/page.tsx` — Home landing page - `app/assistant/page.tsx` — AI assistant interface - `app/scam/page.tsx` — Scam detection page - `app/profit/page.tsx` — Profit analysis page - `app/land/page.tsx` — Land verification page - `app/api/` — Server API endpoints - `components/` — Shared UI and layout components - `lib/` — Utilities, OpenRouter integration, OCR, localization, rate limiting, and data helpers - `styles/` — Global CSS styles - `data/` — Runtime storage for scam reports - `types/` — TypeScript declaration files ## Pages and routes ### Frontend pag …