- Services
- Industries
- Solutions
- Technologies
- Discuss Your Tech Needs
Tell us your challenges, and we'll suggest the right tech solutions.
Let's Talk
- Hire Team
- Company
Tell us your challenges, and we'll suggest the right tech solutions.
Let's TalkAI Trading Agent Development in India
Relying on traditional quantitative models or manual trade execution can make it harder to respond to fast-moving markets. Ouranos Technologies is an AI trading agent development company in India that builds secure, custom trading platforms designed to process market data, alternative signals, and automated trading strategies with low-latency execution.
Our AI trading agent development service combines machine learning, deep reinforcement learning, natural language processing, sentiment analysis, and low-latency API integrations. We develop trading software that supports strategy automation, backtesting, portfolio monitoring, execution workflows, and real-time risk controls across supported markets and exchanges.
Whether you operate a proprietary trading desk, hedge fund, fintech platform, or cryptocurrency trading business, our AI trading agent development services help automate trading workflows, integrate market data, support algorithmic strategies, improve execution processes, and manage portfolio risk through purpose-built software.
Off-the-shelf trading bots may not fit complex strategies, data requirements, or risk controls. Our custom AI trading software connects market data, strategy logic, execution workflows, and risk rules in a unified platform.
Train deep learning agents to optimize trade execution and order routing by learning from historical order book dynamics and simulated market environments.
Parse structured financial news, earnings call transcripts, filings, and social media data in real time to capture short-term sentiment momentum before it prints on price charts.
Deploy custom C++ and Rust-based routing layers integrated directly with exchange WebSockets and FIX protocols, minimizing order round-trip execution lag.
Establish automated max-drawdown rules, hard stop-losses, margin exposure limits, and circuit breakers that sit independently of AI logic to prevent runaway loops.
We're proud of the strong relationships we build and the exceptional solutions we deliver.Read what our satisfied clients have to say about their experience with Ouranos.
Ouranos Team helped us to build the Architecture and Roadmap of our main Product. We got great support from the Team and Management. Even when We needed to alter our initial plans for the product, they were understanding and had the skillset needed to accommodate our request. We recommended Ouranos Technologies for sure.
Fuad Mansoor Sharaf
Dubai, UAE
It’s hard to find the right freelance talent online, but The team at Ouranos Technologies did a great Job. Initially, I hired 1 dedicated developer from Ouranostech for my project and he came up with the excellent skillset which I looking for. Now I’m collaborating with 3 dedicated developers on a monthly basis and till now it’s going very smoothly business with Ouranostech. Looking forward to a long-term business relationship. Thank You for your service.
Mikhail Bykov
Zug, Switzerland
Truly, the quality of the mobile & web app development service they offered was up to the mark. I hired Ouranos Technologies for my e-Commerce portal development. The team and especially the CEO of Ouranos Technologies helps me to let me know about the benefits of my web app to generate revenue. I would strongly recommend Ouranos Technologies to those searching for mobile & web app solutions. Recommended for all IT needs. Thanks.
Ala’a Daher
H. Hawalli, Kuwait
I have been working with Ouranos Technologies for over 4 years now. They have done amazing work for me. They help me in Web & Mobile app development in different technology and domain with extraordinary output. Impressed with the highly talented team & Management. I recommended Ouranos Technologies to everyone.
Todd Laken
Texas, United State
Team Ouranos did a great job of managing the timeline and communicating their progress throughout the project. They were accommodating in the face of unexpected changes and delivered all key features. Timely updating the positive status of the project is what every client is looking for and the team gets right to the point. Highly recommended Ouranostech. Cheers.
Victoria Schoeffel
Berlin, Germany
Latest Case Studies
See how we’ve helped businesses grow. From small startups to big companies, our teams have built fast and dependable tech solutions.
Our Customers
Build a custom trading platform that brings AI models, market data, algorithmic strategies, low-latency execution, portfolio monitoring, and risk controls into one software system.
Questions and Answers
Have questions about our AI trading agent development service, technology stack, integrations, or development process? Get in touch with our team.
Get in Touch
We typically use Python for mathematical modeling, research, and machine learning model training (using PyTorch or TensorFlow), and deploy high-performance execution layers in C++, Rust, or Go to achieve microsecond latency.
We integrate with custom tick databases and real-time market data feed APIs (such as KDB+, ClickHouse, or commercial feeds like Bloomberg and Refinitiv) to build historical datasets for backtesting strategy efficacy.
Yes. We build custom Web3 connectors and smart contract execution layers that integrate with DeFi protocols across EVM networks, Solana, and other layer-1/layer-2 chains for automated yield farming, arbitrage, and market making.
Our platforms include continuous monitoring pipelines, automated retraining loops triggered by performance degradation alerts, and real-time anomaly detection that safely switches strategies to paper-trading or pauses execution when market regimes shift.
No. All intellectual property, mathematical algorithms, proprietary model weights, and custom source code are 100% owned by the client upon project delivery. We work under strict NDA agreements to guarantee absolute strategy confidentiality.
AI Trading Software Solutions
We build end-to-end AI trading software covering strategy development, market data processing, backtesting, execution, portfolio monitoring, and risk management. Choose the modules that fit your trading workflow.
Advanced execution models leveraging volume-weighted average price (VWAP), time-weighted average price (TWAP), and customized order books routing.
Integrated natural language processing systems analyzing regulatory filings, news feeds, and global media to flag rapid sentiment trends.
Standardized, reliable connections to top-tier brokerages and crypto exchanges utilizing low-latency WebSockets, REST APIs, and FIX channels.
Built for Financial Technology
AI-powered trading systems require reliable data pipelines, secure integrations, scalable infrastructure, and carefully tested execution logic. We build these components into custom trading software for financial businesses.
Market spreads adjust in fractions of a millisecond. We optimize network hops, kernel configurations, and memory layers to achieve high speed.
We specialize in linking custom applications with industry-standard brokerages and liquidity feeds, ensuring direct API access without middleware lag.
We build beautiful, highly responsive analytical interfaces using Canvas and SVG elements, ensuring live charts load instantly on screens.
Manage and run Equities, Forex, Options, Commodities, and Crypto trading desks under a single unified dashboard architecture.
From Strategy to Production
Our AI trading agent development process covers strategy discovery, model development, software engineering, backtesting, deployment, and ongoing performance monitoring.
We review your specific trading methodologies, asset classes, targets, database integrations, and overall execution speed needs.
Our quantitative researchers build first-pass model architectures, set up sentiment parsers, and begin preliminary policy optimization.
Engineered for Modern Trading Desks
We provide custom AI trading agent development for proprietary trading firms, hedge funds, fintech companies, brokerages, market makers, family offices, and businesses building automated trading platforms.
Proprietary Trading Firms
Liquidity Providers & Market Makers
Family Offices & Private Wealth
DeFi Protocols & Yield Pools
Hedge Funds & Asset Managers
Retail Brokerage PlatformsCountries We Serve
We work with companies across multiple countries. Each region has its own way of operating, and we adjust to those differences to keep projects smooth, predictable, and aligned with local business practices.
India
United States
Canada
Australia
United Kingdom
Real-time visual monitoring of absolute portfolio exposure, gross margin usage, real-time profit and loss metrics, and instant manual kill-switches.
Highly accurate historical simulation engine capable of replay-testing strategies against petabytes of historical limit order book (LOB) tick data.
Continuous model improvement engines that automatically test, optimize, and safely retrain deep model policies on offline GPU clusters.
Ensure secure operations with hardware-level security modules (HSM), encrypted key vaults, and multi-signature withdrawal/trading authorization layers.
Financial markets experience massive volume spikes during news announcements and macro shifts. We guarantee zero database bottlenecking or system crashes.
We build out the core C++/Rust execution layers, establish secure exchange connections, and set up the portfolio risk management module.
The strategy is subjected to high-fidelity backtesting against historical tick data, followed by live paper trading to check execution latency.
We roll out live trading with strict size caps, transitioning to full production scaling backed by 24/7 technical infrastructure monitoring.
Corporate Treasury Desks
Germany
France
UAE
Philippines
Netherlands
Sweden
Saudi Arabia
