Top 50 Cryptocurrency VC Funds & Investors in Middle East (July 2026)

Portfolio highlights

• GameFi.org —
• Ceramic Network — Ceramic Network is a provider of protocols for decentralized and composable data applications. The network decentralizes application databases, making data universally composable and reusable across applications. It consists of three core parts: a highly-scalable, decentralized infrastructure for data availability and consensus, a marketplace ofcommunity-created data models, and a suite of standard APIs for storing, updating, and retrieving data from those models.
• AI Pay with Crypto — AI Pay with Crypto is an AI-native financial infrastructure built for the emerging agent economy.APC enables autonomous AI agents to execute payments, settle transactions using programmable stablecoins, and connect directly to real-world merchant networks through QR codes, POS terminals, and other payment channels

Portfolio highlights

• PERL.eco — The Planetary Ecosystem Registration Ledger will be a dedicated blockchain for real-world ecological assets through tokenizing carbon credits and biodiversity, NFTs and decentralised (DeFi) rewards.
• Meter.io — Meter.io is a base layer hybrid consensus protocol built to address the volatility, scaling and interoperability problems in the existing cryptocurrencies.
• Injective — Explore Injective: the high-performance blockchain powering decentralized finance, governance, and next-gen Web3 apps with unmatched speed and scale.

Portfolio highlights

• PPKING — PPKING is a unique decentralized financial platform that specializes in beneficial liquidity and MEME token trading.
• Turtle Club — Turtle aligns incentives between protocols and LPs to offer the best curated incentives in DeFi.
• BTA Protocol — BTA Protocol is a decentralized ecosystem protocol based on BTC that includes applications such as staking, liquidity, range stability, launch pool, and lending protocols.

Portfolio highlights

• Gamium — Gamium is a Web3 and Metaverse technology company building the truly Decentralized Social Metaverse.
• MonkeyLeague — MonkeyLeague is a video game company. They develop PC and console-based NFT games. The company offers a turn-based, play-and-earn multi-player soccer game that provides monkey NFTs of genetic composition formulated from 32 traits.
• Alliance Games — Build Beyond Limits. Multiplayer for the Next, Decentralized Era.

Portfolio highlights

• EDGE Markets — The Financial Platform for Smart Bettors
• Ceramic Network — Ceramic Network is a provider of protocols for decentralized and composable data applications. The network decentralizes application databases, making data universally composable and reusable across applications. It consists of three core parts: a highly-scalable, decentralized infrastructure for data availability and consensus, a marketplace ofcommunity-created data models, and a suite of standard APIs for storing, updating, and retrieving data from those models.
• Tools For Humanity — Tools for Humanity is a technology company building for humans in the age of AI.

Portfolio highlights

• Zynk — Zynk is a fintech company that offers global payments and liquidity infrastructure.
• Openbox.ai — OpenBox AI provides a unified trust platform for agentic AI, delivering runtime governance, cryptographic verification, and enterprise-grade AI accountability across systems and organizations.
• OpenBox AI — OpenBox AI provides AI governance, runtime enforcement, identity, policy, and risk control services.

Portfolio highlights

• Gamium — Gamium is a Web3 and Metaverse technology company building the truly Decentralized Social Metaverse.
• 0G — The First Decentralized AI Operating System
• Mind Network — The 1st Fully Homomorphic Encryption (FHE) Restaking Layer for AI and POS Networks. Mind Network is backed by Binance Labs, Hashkey, Big Brain, Chainlink, etc.

Portfolio highlights

• bonify — Bonify, a Berlin based FinTech-Start-up, enables customers to benefit from their credit scoring and financial data. The company gives customers free and easy access to their credit score and let them upload additional relevant data. Then, it offers tools and personalized recommendations to help optimize the customer’s financial situation.Foundedin 2015 by key executives of McKinsey and Zalando, bonify has received significant funding from internationally leading VCs and successful entrepreneurs.
• Cora — Cora is a digital bank for self-employed and small & medium enterprises. The company is currently operating in closed beta and plans to launch its first product, a free SME-only mobile account. Cora will later release a portfolio of payments, credit-related products, and financial management tools that are currently being developed. They havedeveloped a modern platform that offers a cheaper and simpler service, freeing entrepreneurs from the bureaucracy and repetitive work that usually involves day-to-day finance.Cora was founded by Igor Senra Magalhães and Leonardo Soares Barbosa Mendes and is headquartered in São Paulo, Sao Paulo, Brazil.
• CoinSwitch — CoinSwitch breaks down the complexities in Crypto, empowering the everyday Indian to make informed investment decisions on a simple and trusted platform. When we started up, Crypto was a field reserved for specialists. Today, over 20 million users trust CoinSwitch to learn, purchase and invest in Crypto. That makes us India’s largest crypto app.On CoinSwitch, users can invest in Crypto with a few simple taps, either as a one-time purchase or in regular intervals through an SIP. But simplicity is not a substitute for informed decisions. A CoinSwitch user spends 27 minutes on our app—to learn about Crypto and Web3 through our educational content and understand the market sentiments through CRE8, the Crypto Rupee Index. But we are just getting started. CoinSwitch not only plans to double down on making Crypto accessible to everyone but is on track to become the one-stop wealth-tech destination for every Indian.

Portfolio highlights

• GenFlux — AI Search Visibility Analytics & Optimization. Track how AI engines mention your brand across ChatGPT, Perplexity, Claude, and Gemini.
• Sophont — Multimodal foundation models for healthcare
• Hotstuff Labs — Hotstuff Labs is a technology company building financial infrastructure for internet.

Portfolio highlights

• Quranium — Quranium (founded in early 2024) is the world’s first Convergence Layer, a Layer‑1 blockchain infrastructure purpose-built to fuse quantum security, AI-native automation, and EVM compatibility. Headquartered in Switzerland with offices in UAE (DMCC) and Singapore, it leverages post-quantum cryptography (NIST-approved SLH‑DSA, ML‑KEM) andhigh-performance PoS consensus to create an uncrackable, intelligent, and scalable foundation for Web3 Quranium is designed for a post-quantum world, it delivers an uncrackable, intelligent, and scalable decentralized infrastructure. Quranium is not just a blockchain — it’s the foundation for a new era where quantum, AI, and Web3 converge securely and seamlessly.
• Bloom — Bloom is creating the social layer for modern finance, transforming your performance into social content that others can discover, replicate, and learn from.
• Datagram — Datagram is an AI-driven, decentralized infrastructure platform operating as a DePIN baselayer. The company provides a live, scalable node network for launching custom DePIN networks and real-world decentralized applications, with cost savings over traditional cloud providers.

Portfolio highlights

• Perion — Win Crypto Questing in AAA Games.
• Polkadot — Polkadot is a dedicated community that envisions a web where users own their digital identities and data, restoring their authority.
• Solana Company —

Portfolio highlights

• Walken —
• Solana — Solana is the high performance network powering internet capital markets, payments, and crypto applications. Fast. Decentralized. Scalable. Energy efficient. Solana can power thousands of transactions per second.
• TrueNorth — Crypto's first AI discovery engine

Portfolio highlights

• ChimpX AI — ChimpX AI is an AI-powered decentralized finance (DeFi) superapp designed to simplify crypto trading, cross-chain asset management, and blockchain interactions through natural language commands. The platform focuses on making complex DeFi operations accessible to everyday users by combining artificial intelligence, automation, and gaslesstransactions into a single interface.
• Gacha Galaxy — Gacha Galaxy is a Web3 discovery platform that surfaces high-signal projects using data-driven market intelligence. It aggregates on-chain activity, market movements, and curated sentiment/community inputs to help users identify meaningful trends beyond vanity metrics.
• Cluster Protocol — Cluster Protocol is the co-ordination layer for AI agents, a carnot engine fueling the AI economy making sure the AI developers are monetized for their AI models and users get an unified seamless experience to build that next AI app/ agent within a virtual disposable environment facilitating the creation of modular, self-evolving AI agents.

Portfolio highlights

• DotOracle — DotOracle is a chainless decentralized network. They use a combination of the PBFT protocol and the elliptic curve multi-signature technique to enhance node communication and speed up node agreement. Their polka dot ecosystem by providing a decentralized oracle service to transfer information from the real world to polka dot in real-time.
• Vent Finance — The easiest way to research, apply, and purchase early crypto project tokens. Sign up and get started today.
• Zeitgeist PM — Zeitgeist PM is a blockchain tech to facilitate prediction markets and the futarchy form of governance.

Portfolio highlights

• Coverio — Coverio is a software company that offers enterprise-wide payroll and hiring management software for web4 companies.
• MonkeyLeague — MonkeyLeague is a video game company. They develop PC and console-based NFT games. The company offers a turn-based, play-and-earn multi-player soccer game that provides monkey NFTs of genetic composition formulated from 32 traits.
• Uniblock — Uniblock helps connect developers with Web3 using our APIs and services. Our developers use Uniblock because of how easy it is to integrate into exciting applications. Try it for free today!

Portfolio highlights

• Mana.bio — Mana.bio is an AI based drug delivery startup, focusing on gene therapy including RNA and DNA-based therapeutics and vaccines
• Gizmo — AI quizzes that help you learn and remember anything
• Stoke Space — STOKE Space Technologies seamlessly connecting earth and space.

Portfolio highlights

• ForU AI — ForU AI operates as a real-world AI agent.
• Voran — Voran is a decentralized computing platform that develops an AI compute and intelligence ecosystem.
• OMNIA Protocol — OMNIA Protocol offers a secure and private infrastructure for accessing blockchain technology. It provides high availability RPC endpoints for Ethereum, ensuring users can connect to the blockchain without being traced or monitored. The company focuses on delivering a compliant environment for handling personal data, including blockchain addressesand transactional information. OMNIA Protocol aims to democratize access to blockchain infrastructure, challenging the current concentration of this access among a few corporations. It supports various blockchains, including Bitcoin, Binance, Avalanche, Polygon, Arbitrum, and Optimism, through its platform, offering secure Arbitrum RPC Nodes features.

Portfolio highlights

• FereAI — Unlock real-time AI crypto insights and automated trading with FereAI. Discover top crypto trends, optimize investments, and start trading smarter with your personal AI team.
• AlphaPoint — Join over 150 customers from 35 countries that have leveraged AlphaPoint's white label software to launch and operate digital asset markets.
• Argo Blockchain — Argo Blockchain (NASD:ARBK), is the First Climate Positive Bitcoin Mining Company. A Pioneer in Using Renewable Power & Innovation in Blockchain Technology

Portfolio highlights

• CAEX — CAEX is a crypto asset exchange operator. CAEX builds transparent and secure crypto asset trading platform for investors.
• Coinone — Coinone is the cryptocurrency exchanges. Under the vision to ‘Bring Blockchain into the World,’ they aspires to lead the new world of finance through blockchain technology. They currently operates the third largest exchange. They prioritizes the protection of clients’ assets and is dedicated to providing the most secure investing environment.
• townsquare — TownSquare is a DeFi platform for cross-chain lending, leveraged yields, and on-chain asset strategies.

Portfolio highlights

• Solak — Solak is an AI browser and DeFi platform that is transforming the digital world.
• Sidus Heroes — gaming company
• Imaginary Ones — Imaginary Ones is a developer of a gaming platform designed to gain a different digital asset based on a special rarity.

Portfolio highlights

• AKEDO — AKEDO is a AI framework that creates and designs engaging games.
• Zoo Finance — Zoo Finance is a pioneering DeFi protocol focused on unlocking liquidity from locked assets, empowering users to access capital more efficiently while maximizing the utility of their on-chain holdings.
• TON Strategy Company — VERB Technology Company is a software-as-a-Service, or SaaS, applications platform developer. Its platform is comprised of sales enablement business software products marketed on a subscription basis. The applications are available in both mobile and desktop versions. It includes verbCRM, Customer Relationship Management application, verbLEARN,Learning Management System application, and verbLIVE, its Live Broadcast Video Webinar application.

Portfolio highlights

• Aetherium X — AetheriumX is a Web3 platform combining DeFi, GameFi, NFTs, and prediction markets in one non-custodial ecosystem.
• Faith Tribe — Faith Tribe is a open- source fashion design platform that focuses on NFT minting, P2P transactions.
• Mind AI — Mind AI is a trading insights platform that offers elite insights to the investors for a competitive edge in the fast-moving crypto markets.

Portfolio highlights

• Giza — Giza builds infrastructure that enables intelligent agents to analyze markets, execute strategies, and manage liquidity across decentralized finance.
• Sogni AI — Unleash creativity with the Sogni Supernet: a purpose-built DePIN protocol for Creative AI. Empowering Creative AI apps with unmatched speed and scale.
• Billy Bets — Billy Bets is an AI platform that tracks sports bets, manages a wallet, and makes smarter bets with AI assistance.

Portfolio highlights

• Faith Tribe — Faith Tribe is a open- source fashion design platform that focuses on NFT minting, P2P transactions.
• Tren Finance — Tren Finance: a secure DeFi liquidity protocol offering seamless asset swaps, yield opportunities, and cross-chain compatibility through automated smart contracts, redefining liquidity for users and institutions.
• BLIFE Protocol — BLIFE Protocol's objective is to promote growth and development of Web3 on Bitcoin.

Portfolio highlights

• BEAM — Beam offers privacy, confidential assets, DeFi, NFTs, DEX, and a seamless user experience in a secure, decentralized environment.

Portfolio highlights

• Mento Labs — Mento Labs is a decentralized EVM platform for launching and managing multi-currency stable assets.
• Learn.xyz — Learn.xyz’s is a mixture of Duolingo and Wikipedia, powered by AI, creating bite-sized “Curiosities” which feature slides and a quiz, in mere seconds just from taking in a user’s question. Find the app on iOS and Android.
• Thrive Protocol — Thrive Protocol's vision is to maximize value creation for all people and communities.

Portfolio highlights

• Keyp — Improve onboarding and payments in your games & apps effortlessly with OAuth logins and debit card transactions. Use simple API calls to verify users, create, transfer & airdrop assets.
• Kairos Loan — Kairos Loan is a new type of lending protocol allowing you to borrow instantly using an NFT as collateral and with the best rates on the market.
• Webb Protocol — Welcome to Webb, an ecosystem of infrastructures and applications designed to extend privacy to the blockchain space. We are committed to a future where privacy is accessible for all in the multi-chain world.

Portfolio highlights

• Spicenet — Spicenet enables universal access to the top DeFi venues across all networks, creating better financial outcomes for all.
• Real Finance — Real Finance is driven by the mission to revolutionize the financial landscape by integrating real-world assets with blockchain technology, creating a more transparent, secure, and efficient ecosystem that bridges traditional finance with decentralized innovation, enhances asset liquidity, and unlocks new opportunities for global investors.
• WorkQuest — About WorkQuest WorkQuest is a decentralized employment and workforce automation protocol enabling employers and workers to collaborate through smart contracts, stablecoin payments, AI matching engines, and on-chain reputation scoring. The platform transforms global employment into a transparent, verifiable, and borderless digital labor economy.

Portfolio highlights

• Joinn.io — Joinn is a decentralized investment app that connects users to Tokenized Financial Assets with simplicity and transparency. Through one platform, users can invest in tokenized T-Bills, ETFs, and REITs while accessing funds instantly via a Mastercard card. Built on blockchain with a user-first Web2 experience, Joinn is expanding financial inclusionstarting in Latin America, where investment penetration is below 3%.
• Xcavate Blockchain — Building a decentralised blockchain and dApp to disrupt the global property investment market.
• Mandala Chain — Mandala Chain provides blockchain and cryptocurrency solutions for government and enterprise integration.

Portfolio highlights

• Obex — Obex helps to fund stablecoin projects backed by compute, energy and fintech credit on the Sky protocol.
• Ekiden — Ekiden is a next-generation decentralized exchange that combines a virtual AMM (vAMM), perpetual futures, and a central limit order book to provide the fastest, most equitable, and liquid on-chain trading experience with extremely low costs and MEV resistance.
• Robin Markets —

Portfolio highlights

• iBLOXX — iBLOXX is a Web3 incubator and market maker with iBLOXX Studios.

Portfolio highlights

• Web3Auth — Web3Auth is simple, non-custodial auth infrastructure that enables Web3 wallets and applications to provide seamless user logins for both mainstream and native Web3 users.
• Project SEED — Project Seed is an one-stop blockchain gaming ecosystem that accelerates mass-adaption.
• Horizon Land — Horizon Land is the infrastructure platform that empowers builders to construct their own open and accessible virtual worlds; and to scale in a complete ecosystem of Games, Education, Entertainment, Social networks, …

Portfolio highlights

• Zabo — Zabo is an API for connecting to any crypto exchange, wallet, protocol or account. Sign up for access to free API keys at Zabo.com
• Cycles — Cycles functions as a decentralized clearinghouse and reduces outstanding short-term obligations before settlement.
• Balcony — Balcony Leverages Distributed Ledger Technology To Provide The Real Estate Ecosystem With A Blockchain-Based Solution

Portfolio highlights

• Utexo — Utexo develops payment infrastructure that enables stablecoin transactions to settle directly on the Bitcoin network. The platform provides an API and related tools that allow payment operators, exchanges, wallets, and financial platforms to process USDT transfers through Bitcoin-based rails. Its system integrates technologies such as the LightningNetwork and the RGB protocol to support instant settlement, encrypted transaction execution, and predictable transaction costs. Utexo also offers cloud infrastructure and developer tools that manage routing, liquidity, and node operations required for stablecoin payments on Bitcoin. These services allow organizations to integrate Bitcoin-based stablecoin settlement into existing applications without operating or maintaining underlying blockchain infrastructure.
• Inversion — Inversion is a technology-first investment company that acquires and transforms legacy businesses with blockchain technology.
• Blueprint Finance — Blueprint Finance develops protocols and infrastructure to advance on-chain financing.

Portfolio highlights

• TRM Labs — Next Generation Blockchain Intelligence | Monitor, Investigate, and Mitigate Crypto Fraud and Financial Crime
• InterPrice Technologies — InterPrice Technologies is a financial technology company that empowers corporate Treasury teams to make financing decisions with accuracy and precision. The company’s current technology automatically aggregates bond, commercial paper, and loan indications into intuitive dashboards across currencies and financing products. By normalizing dataacross all banking partners, InterPrice simplifies the financing process for corporate issuers and creates more competitive advantages for underwriters.
• Crossover Markets Group — Crossover Markets Group, Inc is a digital asset exchange designed to meet the liquidity needs of institutional clients trading cryptocurrencies.

Portfolio highlights

• Meld — Meld empowers developers to build a Multi Vendor Fintech stack. With a few lines of code, developers gain access to a wide range of financial integrations across multiple domains. Meld helps you lower your overall 3rd party vendor costs, increase coverage and conversion rates, and save you time by launching integrations across markets faster. Weprovide performance analytics for every provider you integrate with - putting you back in control of your fintech stack.
• Pave Bank — The world's first multi-asset and programmable bank
• Bitblox Games — Offer innovative and engaging blockchain-based games on your platform and attract a new wave of players with Bitblox.

Portfolio highlights

• SEVARO — SEVARO is a healthcare technology company that provides telestroke and teleneurology services to patients with neurological disorders.
• Vend Park — Unlock the true value of your parking asset with a fully digital parking access and revenue control system
• Dataplor — Leveraging machine learning, AI, and human capital, dataplor delivers verified international places data to the world's leading companies.

Portfolio highlights

• Sovryn — Sovryn is a Bitcoin-based decentralized trading and lending platform. It's developed on RSK, a side chain of the Bitcoin blockchain-powered by merge-mining, and is governed by the community.
• Otonomi — Transformative insurance for an industry in motion. Our blockchain-powered parametric MGA platform provides claims automation, digital funds management and algorithmic underwriting.
• RedStone — RedStone delivers frequently updated, reliable and diverse data for your dApp and smart contracts.

Portfolio highlights

• Bluff —
• Cryptio — We offer enterprise-grade accounting, reporting, and audit software for your digital assets.
• Kulipa — Kulipa provides the underlying infrastructure to settle global payments, manage stablecoin accounts, and issue cards - all through a unified, compliant stack. Grow revenue with debit cards. Boost acquisition with white-labelled accounts & cards. Scale faster with global payment products.

Portfolio highlights

• Semgrep — An extensible developer-friendly application security platform that scans source code to surface true and actionable security issues with AI-assisted SAST, SCA, and Secrets Detection solutions.
• Pony.ai — Pony.ai is a startup that builds full-stack autonomous driving solutions. It is a pioneer in autonomous mobility technologies and services across the US and China, spearheading public-facing Robotaxi pilots in both markets. Pony.ai is committed to creating a safe and sustainable mobility future by delivering autonomous mobility everywhere.Thecompany was founded by James Peng and Tiancheng Lou in 2016 and is headquartered in Fremont, California, United States.
• Observable — Observable provides a data visualization platform for developers, data scientists, journalists, and educators to explore, analyze, and visualize data on the web together. It enables users to create complex graphs, charts, and other visual representations of data. The platform empowers creators to further their learning through data visualizationand gain deep insights. The company is helping organizations make decisions with data, including teams at Stitch Fix and classes at MIT that are working in Observable every day.

Portfolio highlights

• Cycles — Cycles functions as a decentralized clearinghouse and reduces outstanding short-term obligations before settlement.
• aPriori — aPriori is a monad-native MEV infrastructure and liquid staking mechanism developed for parallel executions.
• Opinion Labs — Opinion Labs is a decentralized intelligence platform. It has developed O.LAB which provides financial information and intelligence. Its products encompass prediction and opinion markets.

Portfolio highlights

• AEON — AEON is a crypto payment framework designed for AI-driven and real-world transactions. It supports omni-chain payments across ecosystems like EVM, SVM, and TON, enabling seamless cross-chain usage. Its solutions include AI-powered payments, Web3 online and mobile payments, QR/contactless acceptance, and swap pay, all designed to simplifyadoption for users and merchants.
• AlchemyNFT — AlchemyNFT is a non-fungible token (NFT) service.
• Limited — Secure your treasury and scale your business globally with a truly self-custodial account that only you control. No banks. No middlemen.

Portfolio highlights

• Liqwid Labs — Liqwid is a non-custodial liquidity market protocol for lending and borrowing on Cardano, offering fast, affordable, and transparent liquidity solutions.
• Gasp — Trade crypto without gas, front-running & MEV. L1 chain powered by Substrate. Start trading with Mangata X.
• Pontem Network — Pontem lets you find product market fit in a permissionless environment prior to launching on the Facebook-backed Diem Blockchain.

Portfolio highlights

• Perion — Win Crypto Questing in AAA Games.
• Farmington State Bank — Do more with a Moonstone FDIC insured bank account and manage your non-traditional assets from the same place.
• Optim Finance — Optim Finance provides investment tools that optimize yield on digital assets. Their financial primitives enable users to rent ADA delegation rights to power novel use cases such as SPO loans, leverage into ISOs, and initial bonds.

Portfolio highlights

• Versatus — Build the future in any language.
• Hydro — The Ultimate Platform for Staked Assets
• Helix Labs — Decentralized Finance Focused Universal ZK Rollup

Portfolio highlights

• StakeStone — StakeStone is the best yield-bearing ETH with a decentralized yield optimizing service ready for mass adoption on layer2s.
• Doubler Pro — Join Doubler, become a Winner.
• Multiple Network — Multiple Network is a web3 DePIN project that uses SD-WAN technology to create a network layer that allows for high-speed transfer of digital assets and data.

Portfolio highlights

• Aternity — Unlocking the full potential of your digital experiences has never been more accessible. Illuminate, accelerate and fully leverage the full breadth of possibilities with Riverbed.
• Worklight — Signup to be the first to know when we launch.
• Sensible Medical Innovations — Sensible Medical Innovation Ltd. is introducing a breakthrough sensing and monitoring technology providing actionable and accurate data for guiding the management and treatment of several chronic medical conditions representing today’s biggest burden on US and worldwide healthcare budgets.

Portfolio highlights

• Wildcat Labs — Wildcat Labs provides on-chain credit and grants access to a detailed view of all market parameters and logs for real-time monitoring.
• Cork Protocol — Cork's new DeFi primitive, Depeg Swaps allows investors to hedge and trade the risk of their pegged asset (LST/LRTs, Stablecoins, RWAs).
• Plume Network — Plume is the first modular L2 blockchain for RWAs that simplifies onchain asset deployment while fostering a composable ecosystem through DeFi applications

Portfolio highlights

• Tané — Crypto builders incubator. Nurture the soil for Web3.
• Buzzreach — Buzzreach is a Tokyo-based MedTech Company.
• Neighbor — The creative universe of Fortnite is infinite. To give an example , building fantasy and science fiction worlds, creating simple games and full-scale battle games can all be completed with Fortnite. Is the world of Fortnite, played by 350 million users worldwide, is it real or unreal? We will try to combining the vast world of Fortnite with the real world.

Portfolio highlights

• CyVers — Next-generation blockchain threat prevention- Identifies patterns and anomalies across blockchains in real time for proactive Web3 mitigation.