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Fintech Agentic RAG and Investment Advisory

Fintech Agentic RAG and Investment Advisory

Sampada AI: Your Personal Financial Co-pilot

Created on 3rd October 2025

Fintech Agentic RAG and Investment Advisory

Fintech Agentic RAG and Investment Advisory

Sampada AI: Your Personal Financial Co-pilot

Description of your solution

The present financial environment in India is characterised by a notable paradox; although the fintech industry in the country is flourishing thanks to cutting-edge digital tools, an astounding 73% of adults are not thought to be financially literate. Millions of people have access to strong financial products as a result, but they lack the basic knowledge necessary to use them safely and effectively, creating a critical chasm. This disparity shows up as real issues, such as poor investment choices, a widespread lack of trust in financial institutions, and the overwhelming confusion brought on by jargon-filled insurance and loan documents.

To close this gap, we are building Sampada AI, a personal financial co-pilot. Our prototype is a clever, conversational AI platform designed to empower every Indian to confidently and clearly take charge of their finances. It tackles the fundamental problems of financial complexity and inaction through its core features.

First, its advanced agentic RAG (Retrieval-Augmented Generation) system serves as a user's personal financial advisor. Any complicated document, like a loan agreement, insurance policy, or mediclaim form, can be uploaded by a user. The AI then instantly converts the complex legalese into plain, intelligible language, extracts important information (such as interest rates and coverage amounts), proactively highlights any hidden clauses or potential hazards, and provides conversational answers to any specific queries the user may have. It also uses contextual knowledge graphs, ensuring users are able to fully comprehend their rights and obligations both before and after they sign, turning opaque documents into transparent agreements.

Furthermore, this system acts as a comprehensive wealth-creation guide that goes beyond understanding to action. It offers practical, tax-conscious guidance on investments, savings, and government programs (such as PPF and NPS). Its unique feature is its capacity to combine deep qualitative insights obtained via RAG from unstructured sources, such as transcripts of quarterly earnings calls, with hard quantitative data from financial APIs (such as screener.in, which can run queries and filters stocks based on growth metrics). This offers a comprehensive, in-depth perspective on any investment.
Important characteristics include:

  • Real-Time Information: Availability of a live web search, powered by a proactive agentic framework using Model Context Protocol (MCP) servers and tools like Playwright, to guarantee that all recommendations are founded on the most recent laws and news.
  • Dual User Modes: A beginner-friendly "Explain Like I'm 5" mode for learning, and an expert mode with sophisticated data for seasoned users.
  • Inclusivity: Support for multilingual text and voice to increase adoption in regional areas where language is a barrier.
  • Dynamic Visualisations: Using robust libraries like Plotly or D3.js, interactive charts can be created to simplify and captivate complex financial planning.

Our main target market consists of Anxious Achievers (young, urban professionals who are tech-savvy but financially overwhelmed) and Overwhelmed Organisers (growing families juggling multiple complex financial products). Their problems of investment paralysis, document confusion, and the absence of a reliable, easily accessible guide are all directly addressed by Sampada AI.
Building trust via community involvement and top-notch instructional materials will be the main goals of our go-to-market strategy.
The platform will use a freemium business model, meaning that basic queries and document analysis will be available for free to show their worth, while a monthly subscription will grant access to the sophisticated personalised advisory engine, in-depth research reports, and limitless use.

Tracks Applied (1)

Fintech: Bring your own problem in Fintech, leveraging Agentic AI.

Our project directly addresses a critical, self-identified problem within the Indian fintech space: the significant gap ...Read More

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