Best AI tools for< Manage Risk Portfolios >

Surmount AI is an automated investing platform designed to make investing accessible to everyone. It utilizes advanced algorithms to provide users with personalized investment strategies based on their financial goals and risk tolerance. With Surmount AI, users can easily create and manage their investment portfolios, track performance, and receive real-time insights to make informed decisions. The platform aims to democratize investing by removing barriers to entry and empowering individuals to grow their wealth through intelligent automation.

Nest AI is an autonomous DeFAI agent that utilizes artificial intelligence to provide advanced financial services. The platform offers automated investment strategies, portfolio management, and personalized financial advice to help users optimize their financial decisions. With cutting-edge AI algorithms, Nest AI aims to revolutionize the way individuals manage their finances by offering intelligent and data-driven solutions.

Ultralgo is an AI-powered trading platform that provides users with a variety of tools and features to help them make more informed and profitable trades. The platform offers a range of features, including AI-powered market analysis, automated trading, and portfolio management. Ultralgo is designed to be easy to use, even for beginners, and it offers a variety of resources to help users learn how to trade. The platform is also highly customizable, so users can tailor it to their own individual needs.

Three Sigma is a quantitative hedge fund that uses advanced artificial intelligence and machine learning techniques to identify and exploit trading opportunities in global financial markets.

Stockaivisor is an AI-driven platform that offers comprehensive stock analysis, financial statement analysis, risk assessment, and predictive analytics for investors. With over 20,000 stocks and portfolios, the platform provides advanced insights through generative AI technology, predictive correlation models, and automated portfolio management. Stockaivisor empowers users to make informed decisions, anticipate market shifts, and optimize their investment strategies with data-driven trading signals. The platform also features dedicated customer support and tools for stock and portfolio screening, making it a valuable resource for both novice and experienced investors.

PortfolioGPT is an AI-powered platform that enables users to generate smart investment portfolios in seconds. It leverages OpenAI's advanced algorithms to automatically create personalized portfolios based on user input, including risk tolerance, investment amount, and financial goals. With features like personalized risk profiling, instant portfolio suggestions, and simple user input, PortfolioGPT aims to simplify the investment process for both novice and experienced investors. The platform offers subscription plans for users to access unlimited queries per day and receive tailored investment recommendations.

STRATxAI is an AI-powered quantitative investment platform that offers custom AI model portfolios tailored to clients' investment philosophy, risk tolerance, and objectives. The platform harnesses machine learning to deliver data-driven insights for security analysis, portfolio construction, and management. Powered by the proprietary investment engine Alana, STRATxAI processes over 8 billion financial data points daily to uncover hidden alpha beyond traditional methods. Clients benefit from smarter decision-making, better risk-adjusted returns, optimized portfolio management, and savings on resources. The platform is designed to enhance investment decisions for forward-thinking investors by leveraging AI technology.

Capital Companion is an AI-powered trading and investing platform designed to provide users with a competitive edge in the markets. The platform offers a range of features including 24/7 AI assistant support, intelligent trading recommendations, risk analysis tools, real-time stock analytics, market sentiment analysis, and pattern recognition for technical analysis. By leveraging artificial intelligence, Capital Companion aims to help traders make well-informed decisions and protect their investments in a dynamic market environment.

TradeBX is an AI-powered trading platform that provides advanced AI algorithms, an inbuilt training course, and a user-friendly interface. Its AI algorithms analyze vast amounts of data in real-time to identify profitable opportunities and execute trades with precision. The platform also offers a training course to help users leverage the bot's advanced features and strategies. With 24/7 trading and a user-friendly interface, TradeBX empowers traders of all levels to achieve their financial goals.

ElliSense is an AI-powered global market sentiment analysis tool that provides real-time insights into the sentiment of various financial assets, including stocks, cryptocurrencies, and forex currencies. It analyzes thousands of data points per second from various sources, including social media, news outlets, and industry analysts, to provide accurate and up-to-date market sentiment. The tool is designed to help traders and investors make informed decisions by providing clear and easy-to-understand market insights.

Dark Pools is a leading provider of AI-powered solutions for the financial industry. Our mission is to empower our clients with the tools and insights they need to make better decisions, improve their performance, and stay ahead of the competition. We offer a range of products and services that leverage AI to automate tasks, optimize workflows, and generate actionable insights. Our solutions are used by a wide range of financial institutions, including hedge funds, asset managers, and banks.

FINQ is an AI-driven platform designed to help users build dynamic investment portfolios, follow model portfolios, and optimize investments effortlessly. The platform offers AI-based stocks portfolios with three distinct strategies to outperform the S&P. FINQ assesses financial product risk daily using a data-driven approach and provides users with 100% objectivity by eliminating biases. The AI engine monitors the market 24/7, ensuring users are aware of investment opportunities and offers risk-guided investing to match products with comfort levels.

Avanzai is a workflow automation tool designed for financial services. It utilizes AI agents to transform financial datasets into actionable insights, simplifying financial data analysis. Users can build charts with public data, connect their own data pipelines, and leverage the platform to perform tasks such as macro analysis, instrument screening, and risk analytics. Avanzai offers a comprehensive suite of tools for financial institutions to optimize their portfolios, screen assets, and analyze risks efficiently.

DeFi Lens is an advanced market insights platform that leverages Generative AI to provide users with valuable information and analysis in the decentralized finance space. By utilizing cutting-edge AI technology, DeFi Lens offers users a unique perspective on market trends, investment opportunities, and risk assessment in the rapidly evolving DeFi landscape. The platform is designed to empower users with actionable insights and data-driven decision-making tools, enabling them to stay ahead in the competitive DeFi market.

InsureSmart is an AI-powered platform that empowers users to take control of their insurance needs. By leveraging artificial intelligence technology, InsureSmart offers personalized insurance solutions tailored to individual requirements. The platform provides a seamless and user-friendly experience for users to manage and optimize their insurance policies efficiently. With InsureSmart, users can access smart recommendations, compare insurance plans, and make informed decisions to secure their financial well-being.

Trade Ideas is an AI-driven stock scanning and charting platform designed to meet the needs of active traders. It provides powerful tools such as real-time market scanning, AI-driven trade signals, customizable alerts, advanced charting capabilities, and time-saving data visualization. Trade Ideas offers users the confidence to make smarter trading decisions and the freedom to conquer markets anytime, anywhere. The platform also includes features like a trading simulator for practicing new strategies, Picture in Picture charts for visualizing multiple timeframes, and integration with leading brokers and trading platforms.

Trade Ideas is an AI-driven stock scanning and charting platform that provides unmatched precision in finding the biggest movers first. It offers AI-powered Buy/Sell signals, real-time market scanning, customizable alerts, advanced charting capabilities, and time-saving data visualization. Users can access the platform on any device, empowering them to make smarter trading decisions and stay ahead of the game. Trade Ideas also features a live trading room with expert market commentary and a simulator for practicing new trading strategies under actual market conditions. The platform is trusted by leading brokers and trading platforms, offering users a competitive edge in the market.

Rafa.ai is an AI-powered investing application that offers a comprehensive suite of tools and features to assist users in making informed investment decisions. The platform utilizes AI agents to provide real-time insights, portfolio alerts, risk analysis, and options monitoring. Users can access data-driven trading strategies, perform equity research, and analyze news sentiment. Rafa.ai aims to help users manage their investment risks, discover investment opportunities, and make smarter investment decisions.

Composer is an AI-powered trading platform that allows users to build, backtest, and execute trading algorithms seamlessly. With Composer, users can create strategies using natural language and AI assistance, automate trading executions, discover pre-built strategies, and customize their own strategies with a visual editor. The platform offers transparent pricing, tax-smart trading options, and unlimited access to automated trading. Composer aims to make sophisticated quant investing accessible to all users, providing a user-friendly interface for creating and managing trading strategies.

The website is a platform offering Crypto Trading Bots for spot and futures exchanges, along with features like automated trading, copy trading, signal trading, and portfolio management. Users can access expert trading strategies, demo trading, and pay only for profitable trades. The platform provides a user-friendly experience for both beginners and pro traders, with built-in risk management and customizable settings. It also offers a mobile app for managing bots on the go.

Jupyter Quant is a dockerized environment tailored for quantitative research, equipped with essential tools like statsmodels, pymc, arch, py_vollib, zipline-reloaded, PyPortfolioOpt, numpy, pandas, sci-py, scikit-learn, yellowbricks, shap, optuna, ib_insync, Cython, Numba, bottleneck, numexpr, jedi language server, jupyterlab-lsp, black, isort, and more. It does not include conda/mamba and relies on pip for package installation. The image is optimized for size, includes common command line utilities, supports apt cache, and allows for the installation of additional packages. It is designed for ephemeral containers, ensuring data persistence, and offers volumes for data, configuration, and notebooks. Common tasks include setting up the server, managing configurations, setting passwords, listing installed packages, passing parameters to jupyter-lab, running commands in the container, building wheels outside the container, installing dotfiles and SSH keys, and creating SSH tunnels.

Swarms provides simple, reliable, and agile tools to create your own Swarm tailored to your specific needs. Currently, Swarms is being used in production by RBC, John Deere, and many AI startups.

Solana AI Trade Bot is an advanced trading tool specifically designed for meme token trading on the Solana blockchain. It leverages AI technology powered by GPT-4.0 to automate trades, identify low-risk/high-potential tokens, and assist in token creation and management. The bot offers cross-platform compatibility and a range of configurable settings for buying, selling, and filtering tokens. Users can benefit from real-time AI support and enhance their trading experience with features like automatic selling, slippage management, and profit/loss calculations. To optimize performance, it is recommended to connect the bot to a private light node for efficient trading execution.

Moon Dev AI Agents for Trading is an experimental project exploring the potential of artificial financial intelligence for trading and investing research. The project aims to develop AI agents to complement and potentially replace human trading operations by addressing common trading challenges such as emotional reactions, ego-driven decisions, inconsistent execution, fatigue effects, impatience, and fear & greed cycles. The project focuses on research areas like risk control, exit timing, entry strategies, sentiment collection, and strategy execution. It is important to note that this project is not a profitable trading solution and involves substantial risk of loss.

AI Hedge Fund is a proof of concept for an AI-powered hedge fund that explores the use of AI to make trading decisions. The project is for educational purposes only and simulates trading decisions without actual trading. It employs agents like Market Data Analyst, Valuation Agent, Sentiment Agent, Fundamentals Agent, Technical Analyst, Risk Manager, and Portfolio Manager to gather and analyze data, calculate risk metrics, and make trading decisions.

Jupyter Quant is a dockerized environment tailored for quantitative research, equipped with essential tools like statsmodels, pymc, arch, py_vollib, zipline-reloaded, PyPortfolioOpt, numpy, pandas, sci-py, scikit-learn, yellowbricks, shap, optuna, and more. It provides Interactive Broker connectivity via ib_async and includes major Python packages for statistical and time series analysis. The image is optimized for size, includes jedi language server, jupyterlab-lsp, and common command line utilities. Users can install new packages with sudo, leverage apt cache, and bring their own dot files and SSH keys. The tool is designed for ephemeral containers, ensuring data persistence and flexibility for quantitative analysis tasks.

FinRobot is an open-source AI agent platform designed for financial applications using large language models. It transcends the scope of FinGPT, offering a comprehensive solution that integrates a diverse array of AI technologies. The platform's versatility and adaptability cater to the multifaceted needs of the financial industry. FinRobot's ecosystem is organized into four layers, including Financial AI Agents Layer, Financial LLMs Algorithms Layer, LLMOps and DataOps Layers, and Multi-source LLM Foundation Models Layer. The platform's agent workflow involves Perception, Brain, and Action modules to capture, process, and execute financial data and insights. The Smart Scheduler optimizes model diversity and selection for tasks, managed by components like Director Agent, Agent Registration, Agent Adaptor, and Task Manager. The tool provides a structured file organization with subfolders for agents, data sources, and functional modules, along with installation instructions and hands-on tutorials.

A curated list of Generative AI projects, tools, artworks, and models

Qlib is an open-source, AI-oriented quantitative investment platform that supports diverse machine learning modeling paradigms, including supervised learning, market dynamics modeling, and reinforcement learning. It covers the entire chain of quantitative investment, from alpha seeking to order execution. The platform empowers researchers to explore ideas and implement productions using AI technologies in quantitative investment. Qlib collaboratively solves key challenges in quantitative investment by releasing state-of-the-art research works in various paradigms. It provides a full ML pipeline for data processing, model training, and back-testing, enabling users to perform tasks such as forecasting market patterns, adapting to market dynamics, and modeling continuous investment decisions.

LLMWare is a framework for quickly developing LLM-based applications including Retrieval Augmented Generation (RAG) and Multi-Step Orchestration of Agent Workflows. This project provides a comprehensive set of tools that anyone can use - from a beginner to the most sophisticated AI developer - to rapidly build industrial-grade, knowledge-based enterprise LLM applications. Our specific focus is on making it easy to integrate open source small specialized models and connecting enterprise knowledge safely and securely.

This repository contains a collection of articles and tutorials on quantitative finance, including topics such as machine learning, statistical arbitrage, and risk management. The articles are written in a clear and concise style, and they are suitable for both beginners and experienced practitioners. The repository also includes a number of Jupyter notebooks that demonstrate how to use Python for quantitative finance.

The OWASP AI Exchange and OWASP AI security and privacy guide are initiatives to collect and present the state of the art on AI threats, controls, security, and privacy through community collaboration. The AI Exchange is a living set of documents that collect AI threats and controls from collaboration between experts worldwide. The AI Security and Privacy Guide project has a security part that links directly to the AI Exchange, and a privacy part.

CISO Assistant is a tool that helps organizations manage their cybersecurity posture and compliance. It provides a centralized platform for managing security controls, threats, and risks. CISO Assistant also includes a library of pre-built frameworks and tools to help organizations quickly and easily implement best practices.

Maige is a tool designed to simplify repository maintenance by automating the handling of issue labels. Users can quickly set up Maige to let AI manage their issue labels effortlessly. The tool provides guidance on self-hosting, GitHub app integration, environment variables setup, and offers commands for streamlined issue management. Maige aims to streamline the process of managing issues in a repository, making it easier for users to handle tasks related to labeling and tracking issues.

BitBom Minefield is a tool that uses roaring bit maps to graph Software Bill of Materials (SBOMs) with a focus on speed, air-gapped operation, scalability, and customizability. It is optimized for rapid data processing, operates securely in isolated environments, supports millions of nodes effortlessly, and allows users to extend the project without relying on upstream changes. The tool enables users to manage and explore software dependencies within isolated environments by offline processing and analyzing SBOMs.

APIPark is an open-source AI Gateway and Developer Portal that enables users to easily manage, integrate, and deploy AI and API services. It provides robust API management features, including creation, monitoring, and access control, to help developers efficiently and securely develop and manage their APIs. The platform aims to solve challenges such as connecting to powerful AI models, managing complex AI & API call relationships, overseeing API creation and security, simplifying fault detection and troubleshooting, and enhancing the visibility and valuation of data assets.

Expert in explaining underwriting in finance and insurance.

The essence of Quantitative Investing

Risk-aware debt-to-equity ratio analyst

Multilingual support in Global Economics & Finance studies.

HF trading expert with a blend of professional and conversational styles

Structured financial analysis with investment advisory and simulations.

Dynamic Risk Assessment Guide for Investors

Creates trading bots and risk management tools

Guides through portfolio creation, step by step.

Maximize your Stock Portfolio Performance with the Pareto Principle

A guide for trading strategies and market analysis.

Comprehensive finance tutor, focusing on diverse markets.

Guides financial strategy through predictive scenario planning.

Consultant on digital assets in financial services, using a pricing study for insights.

Quantum AI trading

Great help for financial success

Assists with daily trading activities, focusing on market trends and data analysis.

Technical analyst backed with 1W-1D-4H refreshed financial market data. For more timeframes and granularity please check our website.

VaultCraft trains users to create automated yield strategies using the VaultCraft VCI & SDK