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๐Ÿ’ผ ET Saathi

Financial Decision & Scenario Simulation Engine

AI-powered financial intelligence platform that transforms financial news and user queries into personalized, explainable, and actionable financial decisions.


๐Ÿ”— Live Demo:
๐Ÿš€ Launch ET Saathi


Status Built With Project


๐Ÿ“Œ Problem Statement

Today, users consume a lot of financial news, but most of them still struggle with one important question:

โ€œWhat should I do after reading this news?โ€

Financial platforms usually provide information, but they often fail to provide:

  • personalized insights
  • scenario-based decision support
  • risk-aware recommendations
  • beginner-friendly explanations

This creates a major gap between financial news consumption and financial decision-making.


๐Ÿš€ Solution

ET Saathi solves this problem by acting as a Financial Decision Intelligence Engine.

Instead of behaving like a chatbot, ET Saathi helps users:

  • understand the real meaning of financial news
  • simulate โ€œwhat-ifโ€ market scenarios
  • analyze impact on sectors and portfolios
  • receive actionable recommendations like Buy / Hold / Avoid
  • view risk levels and confidence scores
  • understand why a decision is suggested

๐Ÿ’ก In short: It acts like a personal AI financial analyst.


โœจ Key Features

๐Ÿ” 1. Authentication System

  • Secure Login / Signup
  • User-specific dashboard access
  • Personalized experience

๐Ÿ‘ค 2. User Profile System

Users can create and manage their financial profile by adding:

  • Portfolio holdings
  • Risk level (Low / Medium / High)
  • Investment goals

This helps the platform generate more personalized recommendations.


๐Ÿ“ฐ 3. News Analysis Engine

Users can input financial news, and the system analyzes:

  • Key financial event
  • Affected sectors
  • Market sentiment
  • Structured AI summary

This converts long, complex financial news into simple, understandable insights.


๐Ÿ”ฎ 4. What-If Scenario Simulation

One of the most powerful features of ET Saathi.

Users can ask scenario-based questions like:

โ€œWhat if Reliance falls by 10%?โ€

The system then simulates:

  • ripple effects across related sectors
  • possible impact on companies
  • market-level reaction
  • decision suggestions for the user

This helps users think ahead and prepare for uncertainty.


๐Ÿ“ˆ 5. Decision Engine

Based on:

  • News analysis
  • Scenario simulation
  • User profile

ET Saathi generates:

  • Buy / Hold / Avoid
  • Confidence Score
  • Risk Level

This turns raw information into a decision-ready output.


๐Ÿ’ธ 6. Investment Simulation Engine

Users can simulate basic financial outcomes such as:

  • If they invest โ‚นX
  • Future estimated value
  • Comparison: Invest vs Not Invest

This makes the platform more practical and decision-oriented.


โš ๏ธ 7. Risk & Validation Layer

The system also detects:

  • unrealistic claims
  • low-confidence analysis
  • risky interpretations

This prevents blind trust and encourages responsible decision-making.


๐Ÿง  8. Explainability Engine

Every recommendation is backed with a clear explanation:

Why was this decision made?

This ensures transparency and helps users understand the logic instead of blindly following AI outputs.


๐ŸŽจ UI / UX Highlights

ET Saathi is designed with a modern, premium, dashboard-style interface.

๐ŸŽจ Design Theme

  • Primary: Black #0D0D0D
  • Secondary: Beige #F5F5DC
  • Accent: Gold / Muted Orange

โœจ UI Highlights

  • Clean dashboard layout
  • Smooth modern design
  • Interactive cards
  • Structured output display
  • Easy-to-use financial flow
  • Beginner-friendly user experience

๐Ÿง  Why ET Saathi Matters

ET Saathi is built to solve a real-world problem:

People today have access to financial information, but they still do not have financial clarity.

This platform helps bridge that gap by making financial intelligence:

  • simpler
  • personalized
  • explainable
  • action-oriented

๐Ÿ’ผ Business Value / Why This Matters for Economic Times

ET Saathi can create strong business value for financial media platforms like Economic Times.

๐Ÿ“ˆ Benefits

  • Increases user engagement
  • Improves time spent on platform
  • Encourages repeat visits
  • Builds user trust
  • Opens premium feature opportunities
  • Converts passive readers into active financial users

๐ŸŽฏ Strategic Value

Instead of only delivering financial news, ET Saathi enables the platform to deliver:

Financial Decision Intelligence

That is the future of financial media.


๐Ÿ› ๏ธ Tech Stack

Frontend

  • React / Modern Web UI
  • Tailwind CSS
  • Interactive dashboard components

Backend

  • Python
  • API-based architecture

AI

  • Gemini API / LLM-based analysis engine

Database

  • PostgreSQL / MongoDB

๐Ÿงฉ Core Modules / Architecture

ET Saathi is designed as a modular AI system:

  • News Agent โ†’ extracts financial events
  • Impact Agent โ†’ analyzes sector/market effect
  • User Agent โ†’ personalizes output
  • Decision Agent โ†’ recommends Buy / Hold / Avoid
  • Simulation Agent โ†’ estimates outcomes
  • Risk Agent โ†’ validates risky or unrealistic claims
  • Explainability Agent โ†’ generates reasoning

๐Ÿ“Š Example Use Cases

Example 1

Input:
RBI increases repo rate

Output:

  • Affected sectors: Banking, Real Estate
  • Sentiment: Mixed
  • Recommendation: Hold
  • Risk Level: Medium

Example 2

Input:
What if Reliance falls 10%?

Output:

  • Energy sector impact
  • Ripple effect across market
  • Possible portfolio risk
  • Decision suggestions

๐ŸŽฏ Target Users

ET Saathi is designed for:

  • Beginner investors
  • Retail traders
  • Finance learners
  • News readers who want actionable insights
  • Users who want simplified financial understanding

๐Ÿ”ฅ What Makes This Project Unique?

Unlike regular finance apps, ET Saathi is not just:

  • a news reader
  • a chatbot
  • or a stock tracker

It is a system that helps users:

Read โ†’ Understand โ†’ Simulate โ†’ Decide

That makes it much more practical, useful, and impactful.


๐Ÿ“ท Application Preview

Add your screenshots here for a better GitHub showcase.

๐Ÿ” Login Page

Login Page

๐Ÿ“Š Dashboard

Dashboard

๐Ÿ“ฐ News Analysis

News Analysis

๐Ÿ”ฎ Scenario Simulation

Scenario Simulation

๐Ÿ“ˆ Decision Engine Output

Decision Output


๐Ÿ”— Live Project

๐Ÿ‘‰ Access ET Saathi Here:
[https://beautiful-functionality--24sathawanes.replit.app/login)


๐Ÿ Conclusion

ET Saathi is more than just a financial tool.

It is a step toward transforming financial news into intelligent decision support.

Economic Times informs people. ET Saathi empowers them.

About

ET Saathi is an AI-powered financial decision platform that analyzes news and simulates market scenarios to deliver personalized Buy/Hold/Avoid recommendations with explainable insights.

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