System Requirements Document (SRD)

Project Name: feral-ai

1. Introduction

The feral-ai project, envisioned by Dhruv from India, aims to create an autonomous AI system capable of generating real monetary value without human intervention. This AI will not only achieve user-defined financial goals but will also learn from its mistakes, self-improve, and adapt to diverse industries and domains. The system will operate in real-world environments, ensuring that all financial transactions and revenue streams are grounded in validated, live data sources.

This document outlines the requirements, design concepts, and technical specifications for the feral-ai system.

2. System Overview

The feral-ai system is designed to be a fully autonomous financial agent capable of:

1. Accepting a user-defined monetary goal (e.g., "Make ₹10,00,000").
2. Strategizing and executing plans across multiple industries and domains to achieve the goal.
3. Learning from its successes and failures to iteratively improve its strategies.
4. Generating real monetary value through validated financial transactions and integrations with live data sources.

The system will leverage cutting-edge AI models, ethical frameworks, and robust integrations with financial platforms to ensure reliability, legality, and scalability.

3. Functional Requirements

As User:

• I should be able to input a monetary goal (e.g., "Make ₹10,00,000").
• I should receive regular updates on the progress toward the goal.
• I should be able to view detailed reports on how the AI is generating revenue.

As AI System:

• I should autonomously strategize and execute plans to achieve the monetary goal.
• I should learn from my mistakes and self-improve over time.
• I should validate all financial transactions using live financial data sources.
• I should operate across multiple industries and domains to maximize revenue opportunities.
• I should adhere to ethical and legal standards while pursuing financial goals.

4. User Personas

1. User

• Description: The individual who sets the monetary goal for the AI and monitors its progress.
• Needs: Simplicity in goal-setting, transparency in operations, and assurance of ethical practices.

2. AI System

• Description: The autonomous agent responsible for achieving financial goals.
• Needs: Access to live financial data, computational resources for self-improvement, and integration with real-world platforms.

5. Visuals Colors and Theme

Color Palette

The feral-ai project will use a bold, futuristic color palette to reflect its cutting-edge nature:

• Background: #0D1F2D (Deep Navy Blue)
• Surface: #1C3A4A (Steel Blue)
• Text: #E8F1F5 (Soft White)
• Accent: #FFB400 (Vivid Gold)
• Muted Tones: #6C7A89 (Slate Gray)

This palette conveys professionalism, innovation, and trustworthiness while maintaining a sleek, modern aesthetic.

6. Signature Design Concept

Concept: Interactive Financial Dashboard with Dynamic AI Visualization

The homepage of feral-ai will feature an interactive financial dashboard that evolves in real-time based on the AI's activities.

Key Features:

1. Dynamic Progress Bar: A bold, animated progress bar showing the percentage of the monetary goal achieved.
2. AI Visualization: A 3D holographic representation of the AI's "thought process," displayed as a glowing neural network that pulses and shifts based on its activity.
3. Industry Map: An interactive map showing the industries the AI is currently operating in, with clickable nodes that reveal detailed strategies and revenue streams.
4. Micro-Interactions: Hover effects that reveal live financial data, transaction histories, and AI-generated insights.
5. Color Transitions: The background subtly shifts between shades of blue and gold as the AI progresses toward the goal, creating a sense of momentum and achievement.

This design will captivate users, making the system feel alive, intelligent, and deeply engaging.

7. Non-Functional Requirements

• Scalability: The system must handle large-scale operations across multiple industries simultaneously.
• Reliability: All financial transactions must be validated using live data sources to ensure accuracy.
• Security: The system must adhere to strict cybersecurity protocols to protect user data and financial assets.
• Ethics: The AI must operate within legal and ethical boundaries, avoiding exploitative or harmful practices.

8. Tech Stack

Frontend

• React for Web

Backend

• Python
• FastAPI

Database

• MySQL or MariaDB (with Alembic for migrations)
• MongoDB for NoSQL needs
• WeaviateDB for VectorDB requirements

AI Models

• GPT 5.4 for user-friendly responses
• Claude 4.6 Opas for academic or coding work
• Gemini 3.1 Pro for friendly responses
• Google Nano Banana for image generation

AI Tools

• Litellm for LLM Routing
• Langchain

Orchestration

• Docker and Docker Compose for local orchestration
• Kubernetes for server-side orchestration

9. Assumptions and Constraints

Assumptions

• The AI will have access to live financial data sources and APIs for transaction validation.
• Users will set realistic monetary goals within the system's operational capabilities.

Constraints

• The system must comply with legal and regulatory requirements in all operating regions.
• The AI's autonomy must be balanced with ethical safeguards to prevent harmful actions.

10. Glossary

• AI: Artificial Intelligence, the core technology driving the system.
• Monetary Goal: The financial target set by the user (e.g., "Make ₹10,00,000").
• Live Financial Data: Real-time data from validated sources, such as stock markets, payment gateways, or e-commerce platforms.
• Ethical Framework: Guidelines ensuring the AI operates within legal and moral boundaries.