IOTA ERP and CRM systems specialize in various sectors, including finance, logistics, retail, and manufacturing. Offering functional, fast, and convenient solutions, they enhance business efficiency and streamline operations. The systems are accessible via mobile devices and are fully responsive. We utilize a robust tech stack, including Golang and HTMX, to handle massive data processing and ensure scalable solutions. Embracing AI/ML technologies, we integrate advanced solutions like large language models into business processes to increase productivity. Additionally, IOTA ERP systems can be deployed both on-premises and in the cloud, providing flexible options to meet diverse business needs.

Autogen Quant Invest Agent leverages large language models to automate the full quantitative investment pipeline. It connects to data APIs for market, fundamental, and alternative datasets, performs feature engineering and statistical analysis, and formulates algorithmic trading strategies. The agent orchestrates backtesting across historical periods, generates performance reports, and conducts risk assessments including drawdown, Sharpe ratio, and VaR. With customizable modules, users can tune strategy parameters, integrate custom indicators, and automate portfolio rebalancing rules. The framework’s modular chain-of-agents design allows seamless integration with order execution systems or data warehouses. This tool streamlines systematic research, reduces manual scripting, and empowers quantitative analysts to rapidly prototype, evaluate, and deploy investment models.