🤖 PROPRIETARY AI TECHNOLOGY

Veridhan AI Research Engine

A cutting-edge machine learning platform that automates equity research, generates compliance-ready reports, and delivers institutional-grade insights to retail investors. Built on ethical AI principles and designed to democratize access to unbiased, data-driven market intelligence.

🚀 Development Status: The Veridhan AI Research Engine is currently under active development. Launch scheduled post-SEBI registration in 2026. Prototype available for preview.

The Problem We're Solving

Retail investors in India face significant challenges accessing high-quality investment research. The market is saturated with biased, commission-driven advice and speculative tips, while institutional-grade research remains reserved for high-net-worth individuals.

  • 💰 Conflict of Interest: Most advice is driven by sales commissions, not investor outcomes
  • 📊 Information Asymmetry: Quality research is expensive and inaccessible to retail investors
  • ⚠️ Advisory Gap: Only 977 SEBI-registered Investment Advisers for 12.2 crore investors
  • 🎯 Lack of Transparency: Unverified social media gurus and opaque methodologies dominate

Our AI-Powered Solution

The Veridhan AI Research Engine combines machine learning automation with human expertise to deliver transparent, unbiased, and scalable investment research. Our proprietary technology stack enables us to provide professional-grade insights at a fraction of traditional costs.

🤖

Automated Research Generation

ML models analyze vast amounts of financial data to generate structured research insights automatically, eliminating manual bottlenecks and human bias.

📈

Securities Analysis Engine

Advanced algorithms perform fundamental and technical analysis on stocks, providing comprehensive evaluations with confidence scores and risk indicators.

📄

Compliance-Ready Reports

Automatically generate SEBI-compliant research reports with proper disclosures, methodologies, and documentation for regulatory adherence.

🎯

AI-Driven Market Insights

Real-time alerts for earnings momentum, unusual volume spikes, sector trends, and regulatory updates relevant to your portfolio.

📊

Sentiment Analysis

Natural language processing analyzes news, social media, and alternative data sources to gauge market sentiment with AI confidence ratings.

Intelligent Screening

Quantitative screening tools powered by machine learning identify investment opportunities based on multiple financial parameters and market conditions.

Core Capabilities

Technology Architecture

Machine Learning Stack

Our proprietary AI Research Engine is built on modern machine learning frameworks and financial data infrastructure:

Data Layer

Real-time market data feeds from NSE, BSE, fundamental data providers, news APIs, and alternative data sources.

ML Models

Supervised learning for classification, deep learning for NLP, ensemble methods for predictions, and reinforcement learning for optimization.

Infrastructure

Cloud computing (AWS/Azure), distributed processing, secure data storage, and scalable API architecture for enterprise-grade performance.

Platform Features Preview

12.2Cr+ Target Investor Base
₹60B+ WealthTech Market by FY25
100% Fee-Only Model
24/7 Automated Monitoring

Dashboard & Interface

The Veridhan AI Research Engine features an intuitive, data-rich interface designed for both novice and experienced investors:

📊 Market Overview Dashboard

Real-time indices (NIFTY 50, SENSEX, BANK NIFTY), top movers, AI-driven insights, market sentiment indicators, and risk alerts displayed in a clean, organized layout.

🔬 Security Analyzer

Detailed stock analysis pages with AI ratings, confidence scores, historical vs. AI-predicted growth charts, earnings momentum tracking, and comprehensive news feeds.

📚 Research Report Library

Searchable repository of AI-generated reports including stock analyses, sector outlooks, thematic research, and quarterly deep dives with filtering by market cap and industry.

👁️ Custom Watchlists

Personalized portfolio tracking with AI ratings, confidence metrics, bullish/bearish signal counts, and one-click access to detailed analysis for each holding.

🔔 AI Alert System

Intelligent notifications for EPS revisions, volume spikes, regulatory updates, earnings beats, sector trends, and volatility warnings with AI-generated summaries.

📈 Performance Analytics

Track historical performance, compare against benchmarks, analyze portfolio concentration, and receive AI recommendations for rebalancing and risk optimization.

🎨 Interactive Prototype Available

Experience the future of AI-powered investment research. Our interactive Figma prototype showcases the complete user interface, workflow, and feature set of the Veridhan AI Research Engine.

Prototype URL: veridhan.figma.site
Password: Contact us for access

View Live Prototype →

Competitive Advantage

Unlike traditional advisory models and generic fintech platforms, Veridhan's AI Research Engine offers a unique combination of technology, ethics, and accessibility:

🚀 Technology First

Proprietary AI automation vs. slow manual analysis or generic tools

⚖️ Zero Conflicts

100% fee-only model ensures unbiased guidance with no commission incentives

📊 Full Transparency

Data-driven methodologies with clear explanations, not opaque tips

📈 Superior Scalability

AI-first architecture can serve millions of investors simultaneously

🎓 Educational Focus

Integrated learning resources to build financial literacy alongside advisory

✅ SEBI Compliant

Built-in regulatory compliance and ethical AI principles from day one

Revenue Model & Pricing

The Veridhan AI Research Engine will be offered through a subscription-based, fee-only model post-SEBI registration. Our pricing is designed to be accessible to retail investors while maintaining sustainability.

Revenue Streams

  • 💼 Investment Advisory Plans — Fixed annual or quarterly fees for personalized portfolio advice
  • 📊 Research Reports & Insights — Subscription access to curated equity and market analyses
  • 🤖 AI-Driven Tools — Premium access to the proprietary Veridhan AI Research Engine with advanced features
  • 🎓 Workshops & Education — Paid financial literacy programs and investor training sessions
💡 Note: Pricing details and subscription tiers will be announced closer to the official launch in 2026. Early adopter benefits may be available for initial subscribers.

Development Roadmap

Current Phase: Proof of Concept

The AI Research Engine is currently in active development with core ML models being trained and tested. Here's our development timeline:

  • Q4 2025 - Q1 2026: Core ML Development Training and optimizing machine learning models for fundamental analysis, technical screening, and sentiment analysis.
  • Q1 2026: Dashboard & UI/UX Building the user interface and experience with Figma designs converted to functional web application.
  • Q1-Q2 2026: Report Generation Module Automated research report generation system with SEBI compliance checks.
  • Q2 2026: Testing & Security Comprehensive testing including load performance, security audits, and penetration testing.
  • Q2-Q3 2026: SEBI Registration Process Completing regulatory requirements and obtaining Investment Adviser and Research Analyst registrations
  • Q3-Q4 2026: Pilot Testing & Launch Controlled field trials with select users, final refinements, and public launch post-SEBI approval

Why AI Matters for Investment Research

Artificial Intelligence is transforming the financial services industry by enabling capabilities that were previously impossible or prohibitively expensive:

⚡ Speed & Scale

Analyze thousands of securities simultaneously in seconds, something no human analyst team could accomplish

🎯 Consistency

Eliminate emotional bias and maintain consistent analytical frameworks across all research outputs

📊 Pattern Recognition

Identify complex patterns and correlations in historical data that human analysts might miss

🔄 Continuous Learning

ML models improve over time as they process more data and receive feedback on predictions

💰 Cost Efficiency

Deliver institutional-quality research at a fraction of traditional costs, democratizing access

🌐 Data Integration

Process and synthesize information from diverse sources: fundamentals, technicals, news, and alternative data

⚠️ Important Disclosure: The Veridhan AI Research Engine is currently under development. All features, capabilities, and interfaces shown are based on prototypes and development plans. The platform will launch only after SEBI registration is complete and regulatory approvals are obtained. AI-generated insights should be used as decision support tools, not as sole investment advice. Past performance and backtested results do not guarantee future outcomes.

Ready to Experience the Future?

Join the waitlist to be among the first to access the Veridhan AI Research Engine when we launch in 2026.

Join Waitlist Learn More About Our Technology Back to Home