IRIS Global: A Multi-Agent Financial Intelligence Platform
Services
Full-Stack Development, AI System Architecture, Multi-Agent Development, Cloud Infrastructure
Category
Institutional-Grade Financial Research Platform
Client
NuqiWealth
Analysis: Engineered Like an Institutional Research Desk
A platform like this lives or dies on trust. Every claim needs to be backed by real data, and the system needs to know when it doesn't have a good enough answer and go find one, rather than guessing.
Performance
SEO- Specialized Agents, Not One Generalist: Separate agents handle fundamentals, technical charts, news sentiment, stock screening, and rankings, each pulling from real market data across global exchanges, before a routing layer decides which agents a question actually needs.
- A Built-In Quality Check: Every answer is automatically scored before it's shown to a user. If the internal data isn't enough to answer well, the system automatically falls back to a live web search to fill the gap, rather than returning an incomplete answer.
- Built to Scale: The platform runs on Docker containers with Redis for caching and RabbitMQ for handling heavier requests in the background, plus a daily scheduler that pre-analyzes stocks overnight so results are ready and fast the next morning.
Responsiveness
The frontend is a full React and Next.js application, built to present rich, chart-based analysis clearly on both desktop and mobile, rather than just plain chat text.
Problem: Investment Research Takes Too Many Tools
Properly researching a stock means checking its financials, its price trends, recent news, and how it stacks up against similar companies, usually across several different tools and data sources that don't talk to each other.
The Need for One Trustworthy Research Assistant
SEONuqiWealth needed a system that could bring all of this together in one place, stay grounded in real, verifiable data instead of guessing, and connect directly to each user's actual portfolio and watchlist for genuinely personalized analysis, not generic advice.
Solution: A Full Platform, Not Just a Chatbot
IRIS Global was built as a complete platform, its own frontend, backend, and database, rather than a bot bolted onto someone else's app. Each specialized agent researches its own piece of a stock, and the results are combined into one clear, well-reasoned answer covering fundamentals, technicals, sentiment, and more.
Connected to Real Portfolios, Not Just Public Data
EMAILIRIS connects directly to NuqiWealth's own platform to analyze a user's actual portfolio and watchlist, covering seven exchanges across three regions: the NYSE, Nasdaq, and NYSE American in the US, the London Stock Exchange and Cboe Europe in the UK, and the Dubai Financial Market and Abu Dhabi Securities Market in the UAE, with a background system that keeps popular stocks pre-analyzed and ready so answers come back fast.
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.