Validate Your Trading Strategies with Precision and Power
At Associative, we specialize in custom backtesting software development, building robust, high-performance platforms that empower traders, hedge funds, and financial institutions to rigorously test and validate their trading strategies against historical data. Based in Pune, India, our team of expert developers combines deep financial technology acumen with cutting-edge software engineering to create solutions that give you a competitive edge.
We understand that in the world of algorithmic trading, success depends on a strategy’s resilience and predictability. Our mission is to provide you with the powerful, accurate, and scalable backtesting engines you need to deploy your algorithms with absolute confidence.
Our Backtesting Software Development Services
We offer end-to-end development services to create a backtesting environment perfectly tailored to your unique requirements. We don’t believe in one-size-fits-all solutions; we build from the ground up to ensure your platform is secure, efficient, and built to last.
Custom Backtesting Engines
Move beyond the limitations of off-the-shelf software. We build bespoke backtesting engines using high-performance languages like C++, Python, and Java to ensure maximum speed and accuracy for processing vast datasets.
Advanced Strategy & Data Integration
Your strategies are unique, and your data is paramount. We develop systems that seamlessly integrate with your proprietary algorithms and connect with leading financial data providers like Refinitiv (Thomson Reuters), Bloomberg, and IEX Cloud. We handle massive historical datasets using big data technologies like Apache Spark and high-availability databases like Cassandra and PostgreSQL.
AI & Machine Learning Model Validation
For quantitative analysts leveraging AI, we build sophisticated backtesting environments to validate complex machine learning models. We utilize a rich Python ecosystem (TensorFlow, PyTorch, Scikit-learn) and enterprise-grade Java ML libraries (Deeplearning4j, Weka) to test predictive models, NLP-driven strategies, and more.
Interactive Analytics & Visualization
Gain deep insights into your strategy’s performance. We create intuitive dashboards with powerful data visualization tools, integrating best-in-class charting libraries from TradingView, Highcharts, and D3.js. Analyze key metrics, identify weaknesses, and refine your approach with clarity.
Our Technology Stack for High-Performance Backtesting
We select the optimal technology for every project, ensuring your backtesting platform is fast, reliable, and scalable.
- Core Development Languages: High-performance code in Python, Java, C++, and Go (Golang) for the core engine.
- Front-End & Visualization: Interactive and responsive dashboards built with React, Angular, and Vue.js.
- Data Management & Databases: Expertise in SQL (PostgreSQL, Microsoft SQL Server) and NoSQL (MongoDB, Redis) for efficient data storage and retrieval.
- AI & Machine Learning: A full suite of tools including Python (NumPy, SciPy, Scikit-learn), TensorFlow, PyTorch, Keras, and R.
- Real-Time Data & Messaging: High-throughput data pipelines using Apache Kafka and RabbitMQ.
- Cloud & DevOps: Scalable and secure deployments on AWS, Google Cloud Platform (GCP), and Microsoft Azure, managed with Docker, Kubernetes, and Terraform.
Our Unique Approach: Radical Transparency
Trust is the cornerstone of any successful financial technology partnership. We’ve built our development process around two core pillars: absolute transparency and a holistic approach.
- Verifiable Progress: We provide daily screen recordings of our developers’ work, along with the latest source code. This gives you tangible, verifiable proof of the work being performed and eliminates ambiguity.
- Holistic Development: We focus on building complete, robust, and production-ready solutions from the start. We architect software that is not just functional but secure, efficient, and engineered for future scalability.
- Clear Communication: We prioritize written communication via WhatsApp and email to ensure a documented trail of all decisions, keeping our teams perfectly aligned on project goals.
Unwavering Commitment to Your Intellectual Property
Your trading strategies are your most valuable assets. Client confidentiality is a foundational principle at Associative.
- Strict NDAs: We operate under strict non-disclosure agreements to legally protect your sensitive information.
- No Portfolio Disclosure: We never share any details, case studies, or code from client projects. Your intellectual property remains yours alone.
- Complete Ownership Transfer: Upon project completion and final payment, you become the sole and exclusive owner of the entire source code. We retain no rights to the work we produce for you.
Partner with Us to Build Your Backtesting Edge
Ready to validate your strategies with a powerful, custom-built platform? Let’s discuss your project. We offer expert consulting, flexible engagement models, and 7 days of post-launch support to ensure a smooth transition.
Contact us today for a consultation.
- WhatsApp/Call:
9028850524 - Email:
info@associative.in

