Lovable Prompt Creator - AI Prompt Generator

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## APPLICATION OVERVIEW
FundTrail Sentinel is a web application designed to transform raw financial data into insightful analyses for investigators. The platform allows users to securely upload bank statements or ledgers, leverage AI to spot anomalies, and visualize fund trails for effective decision-making.

## CORE FEATURES
1. **Secure Data Upload**: Users can upload bank statements or ledgers in various formats (PDF, XLS, CSV), ensuring 100% data integrity throughout the process.
2. **AI-driven Analysis**: The application automatically analyzes every transaction to detect anomalies, high-risk behaviors, and identify fund senders and receivers. Based on the description of the transaction keep a tag column of the payee beneficiaries. Flags manipulation indicators such as artificial balance build-ups, circular movements, abnormal spikes, and peer deviations.Extracts date, narration, credit/debit, balance, and counterparty fields and normalizes them into a unified schema.Builds a consistent borrower view using transaction-level patterns—timing, balances, inflows/outflows, and counterparties.Categorizes transactions into income, expenses, liabilities, transfers, and discretionary spends.
3. **Interactive Visualizations**: Investigators can visually trace fund trails, zoom into high-risk entities, and create suspect networks with a few clicks.
4. **Automated Reporting**: Generate comprehensive reports detailing fund flows, hierarchy mapping, deviations, and cross-border red flags instantly.
5. **User Dashboard**: A clean and organized dashboard that provides quick access to uploaded data, analysis results, and generated reports.
6. **User Authentication**: Secure user accounts to maintain privacy and protect sensitive financial information.

## DESIGN SPECIFICATIONS
- **Visual Style**: minimalist - Clean, simple design with plenty of white space, minimal color palette, and focus on typography
- **Color Mode**: Light theme with dark text on light backgrounds
- **Primary Color**: #1978E5 (accent for buttons, links, highlights)
- **Typography**: Use Inter from Google Fonts for headings, Inter for body text and UI elements
- **Border Radius**: 8px (moderately rounded) for buttons, cards, and inputs
- **Layout**: The main layout will consist of a header with navigation, a hero section for a brief overview, followed by sections for features, user testimonials, and a call-to-action (CTA) for sign-ups or more information.

## TECHNICAL REQUIREMENTS
- **Framework**: React with TypeScript
- **Styling**: Tailwind CSS
- **UI Components**: shadcn/ui
- **State Management**: React Query for data fetching and state management.

## IMPLEMENTATION STEPS
1. **Set Up the Project**: Initialize a new React project using Create React App with TypeScript support.
2. **Install Dependencies**: Install Tailwind CSS and shadcn/ui for styling and UI components.
3. **Create Components**: Build reusable components for the header, footer, feature sections, and visualizations.
4. **Implement Data Upload Feature**: Create a file upload component that handles different file formats and integrates with backend services for data processing.
5. **Integrate AI Analysis**: Connect the frontend to the backend API that processes the uploaded data and returns analysis results.
6. **Develop Interactive Visualizations**: Utilize a library like D3.js or Chart.js to create interactive visual representations of fund trails and anomalies.
7. **Set Up User Authentication**: Implement user registration and login functionalities using JWT for secure access to the application.
8. **Build Reporting Feature**: Create a component to generate and download reports based on the analyzed data.

## USER EXPERIENCE
Users will interact with the application by first uploading their financial data, which will then be processed by the AI. They will receive immediate feedback through visualizations and can dive deeper into any identified areas of concern. The dashboard will provide a user-friendly overview of uploaded data, analysis results, and generated reports, ensuring an efficient and intuitive experience.
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