Open-source framework designed for financial reinforcement learning, leveraging deep reinforcement learning (DRL) to automate trading in quantitative finance. It provides tools and resources for developing and testing trading strategies using advanced machine learning techniques, enhancing the traditional reinforcement learning approach with deep neural networks. FinRL is primarily targeted at quantitative analysts, financial engineers, and researchers interested in applying machine learning to trading and investment strategies.

The network of digital currencies, blockchain technologies, and related services and platforms that facilitate the creation, exchange, and management of cryptocurrencies. It includes components such as cryptocurrencies, blockchain technology, exchanges, wallets, decentralized finance (DeFi), smart contracts, non-fungible tokens (NFTs), mining and staking, regulation and compliance, and community and development. This ecosystem primarily benefits individuals and businesses involved in digital finance, technology development, and investment.

Decentralized Finance (DeFi) banking is a financial ecosystem built on blockchain technology that aims to provide traditional financial services like lending, borrowing, trading, and earning interest without intermediaries such as banks. It leverages smart contracts to automate transactions and ensure transparency, making financial services more accessible and inclusive. DeFi banking primarily benefits individuals seeking decentralized, transparent, and inclusive financial solutions, often appealing to tech-savvy users and cryptocurrency enthusiasts.

Research and development organization focused on mitigating the negative externalities posed by Maximal Extractable Value (MEV) on stateful blockchains, starting with Ethereum. It aims to create a more transparent and fair ecosystem by developing tools and strategies to address issues related to MEV, which refers to the potential profit that miners or validators can extract from blockchain users by reordering, including, or excluding transactions within the blocks they produce. Flashbots primarily benefits blockchain users and developers who are concerned with fairness and transparency in transaction processing.

Carinvest is a company registered in England, specializing in automotive investments and related financial services. The company differentiates itself by offering tailored investment solutions and expert advice in the automotive sector, aiming to maximize returns for its clients. Carinvest primarily targets investors and individuals interested in the automotive industry, seeking professional guidance and profitable investment opportunities.

Company specializing in building, launching, and developing production-grade Large Language Model (LLM) and Natural Language Processing (NLP) solutions. It differentiates itself by providing efficient labeling of various forms of text, documents, and audio, allowing users to build and launch enterprise-ready LLM applications quickly. Datasaur primarily targets businesses and organizations seeking advanced NLP solutions for efficient data labeling and rapid deployment of LLM applications.

Company based in Tokyo, Japan, dedicated to supporting the growth of startups. Founded in September 2016, it provides support services for growth industries, differentiating itself through a strong commitment to fostering startup development and success. The primary target demographic includes emerging startup companies seeking growth and development support.

Fintech platform offering growth solutions for entrepreneurs, including equity-free funding, real-time insights, and business optimization tools. It differentiates itself by providing a comprehensive suite of services that support business growth without requiring equity, along with access to a powerful founder's ecosystem. GetVantage primarily targets startups and small to medium-sized enterprises seeking alternative funding and growth support.

Software company founded in 2020 that provides businesses with a unified workspace featuring automated workflows. These workflows are designed to streamline invoice collections and bill payments, helping companies manage their cash flow more efficiently. Peakflo primarily targets small to medium-sized enterprises looking to optimize their financial operations and improve cash flow management.

Financial technology companies and solutions that focus on Environmental, Social, and Governance (ESG) criteria. These companies aim to integrate ESG factors into their financial services and products to promote sustainable and responsible investing, often leveraging technology to create innovative solutions that address ESG challenges. ESG fintech primarily targets investors and financial institutions seeking to incorporate sustainability and ethical considerations into their investment strategies.

Application Programming Interfaces that enable developers to access and integrate cryptocurrency data, such as prices, transactions, and blockchains, into their applications. These APIs provide a standardized way to interact with various blockchain networks, facilitating the development of cryptocurrency-related applications and services. Crypto APIs are primarily used by developers and businesses looking to incorporate cryptocurrency functionalities into their platforms.

BetterSure Financial Consultants is an insurance company based in Pretoria, South Africa, offering homeowners/building insurance and whole-of-life insurance policies. As part of the BetterHome Group and associated with BetterBond Origination, BetterSure provides comprehensive coverage for various insured risks, including damage from break-ins, water, and fire. Their services are primarily targeted at homeowners and individuals seeking extensive insurance coverage for their properties and lives.

Financial education tool designed for children and adolescents, incorporating a debit card and an app. It allows parents to give allowances, set spending rules, assign chores, and create and track savings goals, providing a practical and engaging way to teach personal finance. Mozper primarily targets parents who want to educate their children about financial responsibility and money management.

Veteran-owned real estate tech company based in Austin, Texas, operating as a mortgage lender. UpEquity aims to create more equal access to homeownership through innovative programs like the UpEquity Trade Up program, which helps homeowners buy a new home before selling their current one by removing home sale contingencies and unlocking equity. The company primarily serves prospective homebuyers and current homeowners looking to navigate the real estate market more effectively.

Defiance ETFs offer a range of actively managed options ETFs aimed at enhancing income, as well as thematic ETFs that focus on sectors driving disruptive innovations. These sectors include artificial intelligence, machine learning, quantum computing, 5G, and hydrogen energy, setting Defiance ETFs apart from competitors by targeting cutting-edge technological advancements. The primary audience for Defiance ETFs includes investors seeking exposure to high-growth, innovative sectors and those looking to diversify their portfolios with specialized investment options.

Financial institution based in London, England, specializing in white-label ETFs (Exchange-Traded Funds) and ETCs (Exchange-Traded Commodities). HANetf differentiates itself by offering a wide range of investment strategies that capitalize on emerging themes and investment trends. The primary target demographic includes institutional investors and financial advisors seeking innovative and thematic investment solutions.

Insurance technology company that focuses on empowering small businesses and B2B networks to save on small business insurance. The company offers services through its business insurance platforms, providing cost-effective insurance solutions tailored to the needs of small businesses, and operates in Toronto, ON, Canada, and Charlotte, NC, USA. Foxquilt primarily targets small business owners and B2B networks seeking affordable and customized insurance options.

A company that empowers families and institutions to shift their capital into mission-driven funds and social enterprises. CapShift differentiates itself by focusing on scaling solutions to global challenges and removing barriers to impact investing. The primary target demographic includes families and institutions interested in aligning their investments with social and environmental goals.

A fundamental component of decentralized finance (DeFi) platforms, liquidity pools are pools of tokens locked in a smart contract to facilitate trading by providing liquidity. They enable decentralized exchanges (DEXs) to function without traditional order book models, using automated market makers (AMMs) to determine asset prices. Liquidity pools primarily benefit users who participate as liquidity providers, earning a portion of trading fees, and traders seeking efficient and decentralized trading options.

All-in-one financial solution designed specifically for therapists, combining software and human support to handle various financial tasks. Heard accounting differentiates itself by offering specialized services such as bookkeeping, taxes, and payroll tailored to the unique needs of therapists, ensuring compliance and financial efficiency. The primary target demographic for Heard accounting includes therapists and mental health professionals seeking comprehensive financial management solutions.

The Fold Debit Card is a financial product that offers Bitcoin rewards for purchases. Users earn 1% back in Bitcoin on each transaction, with the potential to increase their cashback rate through a feature in the Fold app that allows them to 'spin the wheel' for higher rewards. This card is targeted at individuals interested in cryptocurrency and looking to earn Bitcoin through everyday spending.

Decentralized finance (DeFi) native algorithmic stablecoin designed to maintain a stable value. Fei USD aims to balance the benefits of overcollateralized decentralized stablecoins and centralized custodial stablecoins, providing a more efficient and scalable solution. It is primarily targeted at DeFi users and investors seeking a stable digital asset for transactions and savings within the decentralized ecosystem.

A blockchain-based operating system utilizes blockchain ledger technology to manage computer systems or networks, either partially or entirely. This type of operating system enhances security, transparency, and decentralization by using blockchain as a foundational support system, enabling the execution of smart contracts and decentralized applications (dApps) while ensuring data integrity through cryptographic methods. It is particularly beneficial for developers and organizations seeking to leverage blockchain technology for secure and transparent operations.

Platform designed to connect small business owners with tools and funding opportunities, providing resources to help them secure the necessary funding for their businesses. Fundid differentiates itself by offering a comprehensive suite of financial tools and educational resources tailored specifically for small businesses, aiming to simplify the funding process and enhance financial literacy. The platform primarily targets small business owners and entrepreneurs seeking accessible funding solutions and financial guidance.

Platform that bridges alternative capital with various property and casualty risks by providing technical and legal infrastructure for stakeholders. It tokenizes insurance pools, enabling investors to trade exposure and utilize payment rails and pool management features, differentiating itself through its on-chain risk transfer capabilities. Nayms primarily targets insureds, insurers, brokers, and underwriters looking to capitalize and transfer risk efficiently.

Coincover is a company based in Cardiff, Wales, that focuses on making cryptocurrencies safe for everyone to hold and use. They provide assurance that crypto assets can be kept secure, thereby promoting broader adoption of cryptocurrencies by creating a secure ecosystem that supports blockchain innovation without constraints. Coincover primarily targets cryptocurrency holders and businesses looking for enhanced security measures to protect their digital assets.

Direct-to-consumer investing platform that provides individual investors with access to top-tier venture and private equity managers. Poolit differentiates itself by democratizing access to high-quality investment opportunities that were traditionally available only to institutional investors, offering a user-friendly interface and lower minimum investment thresholds. The platform primarily targets individual investors seeking diversified investment portfolios and exposure to venture and private equity markets.

Wealth management platform based in South Jakarta, Indonesia, providing investment services. Moduit is licensed and supervised by the Financial Services Authority of Indonesia and offers curated wealth management products and investment advice, differentiating itself through regulatory compliance and tailored financial solutions. The platform primarily targets individuals and businesses seeking professional investment management and financial planning services.

Modern, cloud-based futures trading platform registered as a futures commission merchant with the NFA. It offers unlimited, commission-free trading for a flat price, eliminating per-trade commissions, platform licensing fees, order routing fees, and mobile app fees, making it a cost-effective and efficient trading solution. Tradovate primarily targets active futures traders seeking to minimize trading costs and maximize efficiency.

Leading decentralized exchange (DEX) aggregator and cross-chain swap aggregator in the cryptocurrency space. It provides optimal swap returns by intelligently routing trades across major DEXs on over 30 networks and 1000+ deep liquidity sources, enhancing trading efficiency and effectiveness. OpenOcean primarily targets cryptocurrency traders and investors seeking the best trading returns and advanced trading tools.