IRIS India: A Multi-Agent Financial Intelligence Platform for Indian Markets
Services
Full-Stack Development, AI System Architecture, Multi-Agent Development, Cloud Infrastructure
Category
Institutional-Grade Financial Research Platform
Client
NuqiWealth
Analysis: Signals Proven with Real Data, Not Just Theory
Anyone can claim an AI gives good buy or sell signals. The harder, more honest question is whether those signals actually would have made money in the past. IRIS India was built to answer that question directly instead of assuming it.
Performance
SEO- In-House Technical Analysis: Rather than relying on a third-party provider, the platform computes its own technical indicators directly from raw market data for NSE and BSE listed stocks, giving full control over the calculations.
- A Real Backtesting Engine: Every buy and sell signal the system generates is tested against years of historical data across thousands of stocks, measuring exactly how often each signal type was actually followed by a real gain or loss.
- Thresholds Tuned by Evidence: When the backtest showed a signal threshold was too loose or too strict, the thresholds were adjusted based on the actual data, not guesswork, so the system keeps getting more reliable over time.
Responsiveness
The frontend is a full React and Next.js application, and includes an admin dashboard where the platform's own accuracy and performance can be monitored over time.
Problem: Generic Investing Tools Don't Fit Every Investor
Standard stock research tools tend to treat every investor the same way, and rarely account for specific needs like Shariah-compliant investing, which matters to a large part of the Indian market. On top of that, most AI trading tools make confident-sounding claims that are never actually checked against real outcomes.
The Need for Personalized, Provable Research
SEONuqiWealth needed a platform that could research stocks the way a real analyst would, respect specific investing preferences like Shariah compliance, and be honest about how reliable its own signals actually are, backed by real historical evidence rather than confident-sounding guesses.
Solution: A Research Platform Built Around Indian Markets
IRIS India was built as a full platform, its own frontend, backend, and database, with specialized agents covering company fundamentals, technical charts, news sentiment, stock screening, and rankings across NSE and BSE listed stocks.
Shariah-Compliant Filtering, Built In From the Start
EMAILUsers can turn on Shariah-compliant filtering with a single toggle, and the platform will only surface eligible stocks in searches and rankings, or clearly disclose when a specific stock discussed isn't compliant. The platform also supports filtering by well known Indian market indices like Nifty 50, Nifty 500, and Sensex, so investors can research within the universe that matters to them.
Your Questions,
Answered.
Quick answers to the questions that come up most. If anything else is on your mind, feel free to reach out directly.
Anything from a simple business website to a full AI powered platform. If you run a local business without a website, or you have an idea for a tool or automation that could save you time, that's exactly the kind of project we're looking for.
It's simple. First, a quick discovery call to understand what you need and map out the build. Then development, in focused sprints with regular updates along the way. Finally, launch, where we deploy the project and stick around to make sure everything runs smoothly.
You'll be working directly with the person actually building your project. No account managers, no middlemen, just direct communication and fast answers.
A simple, static website can often be built and launched in a day or two. Larger, full-stack or AI-driven projects usually take a few weeks depending on scope. Either way, you'll know the timeline upfront.
Yes. Every project includes a short support window after launch to handle any bugs. Ongoing maintenance, updates, and new features can always be arranged afterward if you need them.
Yes, that's not a problem at all. Whether it's adding a chatbot to your current site, building a new frontend for an existing backend, or fixing up one specific part of your app, happy to help.