heroic-wealth

bytest

The problem statement requires building a system called SecureWealth Twin, which is an intelligent platform designed to help users both grow and protect their wealth. The system acts as a digital financial twin that learns from a user’s spending habits, savings behavior, investment patterns, income changes, and financial goals such as home ownership, education, or retirement. Based on this data, it provides personalized financial insights and recommendations, such as how much to save, where to invest, and how to achieve goals faster, while also simulating future financial scenarios. To implement this, the system can be developed as a full-stack application using technologies such as a Node.js (Express) or Python (FastAPI) backend for handling APIs and business logic, and a React or Next.js frontend for building an interactive dashboard interface. In addition, the system must monitor real-time or simulated global market trends, including inflation, interest rates, stock indices, gold prices, and geopolitical events, using APIs such as financial data providers or news APIs. These inputs are processed through a market analysis and recommendation engine to generate real-time strategic suggestions like portfolio rebalancing. All recommendations must be explainable, clearly stating the reasoning behind them to ensure transparency and user trust. A key component of the system is the mandatory wealth protection layer focused on cybersecurity and fraud prevention. Before executing any critical financial action, the system evaluates multiple risk signals such as new device detection, unusual transaction amounts, rapid user actions, and OTP retry patterns. Based on these signals, it generates a risk score (Low, Medium, High) and takes appropriate action, such as allowing the transaction, issuing a warning, or temporarily blocking it. This logic can be implemented using rule-based engines or simple machine learning models, ensuring both accuracy and explainability. The platform should also provide a complete financial overview by integrating or simulating data from multiple sources, including bank accounts and manually added assets like gold, property, or vehicles. The frontend dashboard should display this information through clean visualizations such as charts, cards, and an insight feed, while maintaining a simple and intuitive user experience. Additional features like a conversational AI assistant can be implemented using AI APIs to allow users to ask financial questions naturally. Overall, the system must be built with a modular and scalable architecture, separating components such as market data processing, user profiling, recommendation logic, and risk detection. It should ensure data privacy, secure handling of user information, and transparent AI behavior without making unrealistic promises. The final outcome is a working prototype that demonstrates how intelligent financial guidance and real-time fraud protection can be combined into a single, practical, and user-friendly application.

Comments (0)

No comments yet. Be the first!

Page 1 of 6

System Requirements Document (SRD)

Project Name: Heroic-Wealth

1. Introduction

Heroic-Wealth is an intelligent platform designed to help users grow and protect their wealth. Acting as a "digital financial twin," the system learns from users' financial behaviors—such as spending habits, savings patterns, investment strategies, and income changes—and provides personalized insights and recommendations. These insights aim to help users achieve their financial goals, such as home ownership, education, or retirement, while also simulating future financial scenarios.

The platform integrates real-time global market trends, cybersecurity measures, and modular architecture to deliver a secure, scalable, and user-friendly experience. Heroic-Wealth is tailored for users in AS, ensuring locale-specific defaults such as currency (ASD), timezone, and financial regulations.

Page 2 of 6

2. System Overview

Heroic-Wealth is a full-stack application that combines financial intelligence, market analysis, and fraud prevention into a single platform. The system is built with the following core components:

User Profiling and Financial Insights:
- Tracks user spending, savings, investments, and income patterns.
- Provides actionable recommendations to achieve financial goals.
Market Analysis and Recommendation Engine:
- Monitors real-time global market trends, including inflation, interest rates, stock indices, and geopolitical events.
- Generates explainable, real-time strategic suggestions such as portfolio rebalancing.
Wealth Protection Layer:
- Evaluates risk signals (e.g., unusual transactions, new device detection).
- Generates risk scores (Low, Medium, High) and takes appropriate actions (e.g., warnings, transaction blocks).
Financial Overview Dashboard:
- Integrates data from multiple sources, including bank accounts and manually added assets.
- Displays information through clean visualizations like charts, cards, and insight feeds.
Conversational AI Assistant:
- Allows users to ask financial questions naturally and receive intelligent responses.

The platform is modular and scalable, ensuring secure handling of user data, transparent AI behavior, and compliance with financial regulations in AS.

Page 3 of 6

3. Functional Requirements

As a User, I should be able to link my bank accounts and manually add assets like gold, property, or vehicles.
As a User, I should receive personalized financial insights based on my spending, savings, and investment patterns.
As a User, I should be able to set financial goals (e.g., retirement, home ownership) and track my progress.
As a User, I should receive real-time recommendations for portfolio rebalancing based on market trends.
As a User, I should be able to simulate future financial scenarios based on different variables.
As a User, I should receive a risk score for critical financial actions and be notified of any suspicious activity.
As a User, I should be able to interact with a conversational AI assistant for financial advice.
As an Admin, I should be able to monitor system performance and user activity logs.
As an Admin, I should be able to configure risk evaluation parameters for fraud detection.

4. User Personas

User:
- Individuals managing personal finances.
- Goals: Achieve financial stability, grow wealth, and protect assets.
Admin:
- System administrators managing platform operations.
- Goals: Ensure system reliability, security, and compliance.

Page 4 of 6

5. Visuals Colors and Theme

Heroic-Wealth's visual identity reflects trust, intelligence, and growth. Below is the unique color palette:

Background: #F5F9FF (Soft Sky Blue)
Surface: #FFFFFF (Pure White)
Text: #2C3E50 (Deep Navy)
Accent: #4CAF50 (Vibrant Green)
Muted: #B0BEC5 (Cool Gray)

This palette ensures a clean, professional, and approachable interface, suitable for financial applications.

6. Signature Design Concept

"Interactive Financial Galaxy"

The Heroic-Wealth homepage will feature an interactive galaxy visualization. Each financial goal (e.g., retirement, home ownership) is represented as a glowing star, while user assets (e.g., bank accounts, investments) are orbiting planets.

Key Features:

Dynamic Animations: Stars and planets gently pulse and orbit, creating a sense of motion and life.
Interactive Navigation: Clicking on a star zooms into its "solar system," revealing detailed insights and recommendations for that goal.
Color Shifts: The galaxy's background subtly changes hues based on the time of day (e.g., sunrise tones in the morning, deep blues at night).
Micro-Interactions: Hovering over planets displays quick stats (e.g., account balances, investment returns).

This design creates an unforgettable first impression, blending functionality with a sense of wonder and exploration.

Page 5 of 6

7. Non-Functional Requirements

Scalability: The system must support up to 1 million users concurrently.
Performance: API response times should not exceed 200ms under normal load.
Security: All user data must be encrypted in transit and at rest.
Compliance: The platform must adhere to financial regulations in AS.
Availability: The system must maintain 99.9% uptime.

8. Tech Stack

Frontend: React for Web
Backend: Python with FastAPI
Database: MySQL (with Alembic for migrations)
AI Models: GPT 5.4 for user-friendly responses, Google Nano Banana for image generation
AI Tools: LangChain, LiteLLM for LLM routing
Orchestration: Docker, Kubernetes

9. Assumptions and Constraints

Users in AS are familiar with digital financial tools and expect high levels of transparency and security.
The system will initially focus on individual users, with potential expansion to financial advisors or institutions.
Real-time market data will be sourced from third-party APIs, which may have rate limits or downtime.
The platform will prioritize financial goals such as retirement, home ownership, and investment growth.

Page 6 of 6

10. Glossary

Digital Financial Twin: A virtual representation of a user's financial life, used for analysis and recommendations.
Portfolio Rebalancing: Adjusting the proportions of assets in an investment portfolio to maintain a desired risk level.
Risk Score: A numerical or categorical assessment of the likelihood of fraudulent or risky activity.
Conversational AI Assistant: An AI-powered tool that interacts with users through natural language to provide financial advice.

This concludes the System Requirements Document for Heroic-Wealth.

No completed page designs yet.

Completed design pages will appear here when they are ready to preview.