{"id":56071,"date":"2025-12-11T18:00:13","date_gmt":"2025-12-11T15:00:13","guid":{"rendered":"https:\/\/coinengineer.net\/blog\/?p=56071"},"modified":"2025-12-11T15:11:01","modified_gmt":"2025-12-11T12:11:01","slug":"what-is-brevis-zk","status":"publish","type":"post","link":"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/","title":{"rendered":"What is Brevis ?"},"content":{"rendered":"<p data-start=\"151\" data-end=\"580\"><strong>Brevis Network<\/strong> is an infrastructure project built on zero-knowledge (<strong>ZK<\/strong>) technology, specifically using the \u201coff-chain computation + on-chain verification\u201d paradigm. Its flagship product, Pico, is a modular zero-knowledge virtual machine (zkVM). Pico\u2019s unique \u201cglue-and-coprocessor\u201d architecture combines general-purpose workflows with application-specific accelerator circuits, delivering high performance and flexibility.<\/p>\n<p data-start=\"582\" data-end=\"792\">Brevis aims to provide developers with secure and scalable solutions for modern crypto applications, including data analysis, <a href=\"https:\/\/coinengineer.net\/blog\/category\/project-review\/defi-projects\/\"><strong>DeFi<\/strong><\/a> computations, historical blockchain verification, and cross-chain validation.<\/p>\n<p data-start=\"794\" data-end=\"905\">Its core mission is to address the \u201cBlack Box Dilemma\u201d faced by blockchains (especially smart contracts):<\/p>\n<ul data-start=\"907\" data-end=\"1110\">\n<li data-start=\"907\" data-end=\"993\">\n<p data-start=\"909\" data-end=\"993\">On-chain Computation: Secure and verifiable, but limited, slow, and expensive.<\/p>\n<\/li>\n<li data-start=\"994\" data-end=\"1110\">\n<p data-start=\"996\" data-end=\"1110\">Off-chain Computation: Fast and powerful, but relies on centralized servers and cannot be verified securely.<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"1112\" data-end=\"1298\">Brevis bridges these two worlds, allowing dApps to perform complex computations off-chain while guaranteeing their correctness with small ZK proofs verifiable on-chain in milliseconds.<\/p>\n<p data-start=\"1112\" data-end=\"1298\">\u00a0<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-56080 \" src=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-1024x564.jpg\" alt=\"\" width=\"827\" height=\"455\" srcset=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-1024x564.jpg 1024w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-300x165.jpg 300w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-768x423.jpg 768w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-1536x847.jpg 1536w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis.jpg 1600w\" sizes=\"auto, (max-width: 827px) 100vw, 827px\" \/><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 eztoc-toggle-hide-by-default' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/#Team_and_Founders\" title=\"Team and Founders\">Team and Founders<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/#Investors_and_Notable_Partners\" title=\"Investors and Notable Partners\">Investors and Notable Partners<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/#Partnerships_and_Ecosystem\" title=\"Partnerships and Ecosystem\">Partnerships and Ecosystem<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/#Vision_and_Concept\" title=\"Vision and Concept\">Vision and Concept<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/#How_It_Works\" title=\"How It Works\">How It Works<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/#dApp_Integration\" title=\"dApp Integration\">dApp Integration<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/#Use_Cases\" title=\"Use Cases\">Use Cases<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/#Roadmap\" title=\"Roadmap\">Roadmap<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/#Ecosystem\" title=\"Ecosystem\">Ecosystem<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/#Features\" title=\"Features\">Features<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/#Official_Links_Social_Media\" title=\"Official Links &amp; Social Media\">Official Links &amp; Social Media<\/a><\/li><\/ul><\/nav><\/div>\n<h2 data-start=\"1305\" data-end=\"1327\"><span class=\"ez-toc-section\" id=\"Team_and_Founders\"><\/span>Team and Founders<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"1329\" data-end=\"1436\">The Brevis team consists of experts in distributed systems, cryptography, and high-performance computing.<\/p>\n<ul data-start=\"1438\" data-end=\"1674\">\n<li data-start=\"1438\" data-end=\"1601\">\n<p data-start=\"1440\" data-end=\"1601\">Co-Founder &amp; CEO: Michael \u2013 also a co-founder of the widely used cross-chain interaction platform Celer Network. Holds a PhD in Computer Science from UIUC.<\/p>\n<\/li>\n<li data-start=\"1602\" data-end=\"1674\">\n<p data-start=\"1604\" data-end=\"1674\">Co-Founder: Noam Nelke \u2013 another founding member of the project.<\/p>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-56077 size-full\" src=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-team.png\" alt=\"\" width=\"514\" height=\"231\" srcset=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-team.png 514w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-team-300x135.png 300w\" sizes=\"auto, (max-width: 514px) 100vw, 514px\" \/><\/p>\n<h2 data-start=\"1681\" data-end=\"1716\"><span class=\"ez-toc-section\" id=\"Investors_and_Notable_Partners\"><\/span>Investors and Notable Partners<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"1718\" data-end=\"1787\">Brevis raised $7.5M in a Seed Round announced in November 2024.<\/p>\n<ul data-start=\"1789\" data-end=\"1920\">\n<li data-start=\"1789\" data-end=\"1844\">\n<p data-start=\"1791\" data-end=\"1844\">Lead Investors: Polychain Capital, Binance Labs<\/p>\n<\/li>\n<li data-start=\"1845\" data-end=\"1920\">\n<p data-start=\"1847\" data-end=\"1920\">Other Participants: IOSG, Nomad Capital, Bankless Ventures, HashKey<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"1927\" data-end=\"1958\"><span class=\"ez-toc-section\" id=\"Partnerships_and_Ecosystem\"><\/span>Partnerships and Ecosystem<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"1960\" data-end=\"2035\">Brevis is actively used by over 20 major protocols across 5+ blockchains:<\/p>\n<ul data-start=\"2037\" data-end=\"2293\">\n<li data-start=\"2037\" data-end=\"2108\">\n<p data-start=\"2039\" data-end=\"2108\">DeFi: PancakeSwap, Uniswap, Usual Money, Frax, QuickSwap, Gamma<\/p>\n<\/li>\n<li data-start=\"2109\" data-end=\"2161\">\n<p data-start=\"2111\" data-end=\"2161\">L2 \/ Blockchains: Linea, Ethereum, BNB Chain<\/p>\n<\/li>\n<li data-start=\"2162\" data-end=\"2225\">\n<p data-start=\"2164\" data-end=\"2225\">Infrastructure: Celer Network, EigenLayer, AltLayer, 0G<\/p>\n<\/li>\n<li data-start=\"2226\" data-end=\"2293\">\n<p data-start=\"2228\" data-end=\"2293\">Data &amp; Security: MetaMask, KaitoAI, Trusta, GoPlus Security<\/p>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-56075 \" src=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-backed-1024x345.png\" alt=\"\" width=\"858\" height=\"289\" srcset=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-backed-1024x345.png 1024w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-backed-300x101.png 300w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-backed-768x259.png 768w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-backed-1536x518.png 1536w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-backed.png 1764w\" sizes=\"auto, (max-width: 858px) 100vw, 858px\" \/><\/p>\n<h2 data-start=\"2300\" data-end=\"2323\"><span class=\"ez-toc-section\" id=\"Vision_and_Concept\"><\/span>Vision and Concept<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"2325\" data-end=\"2507\">Brevis aims to overcome blockchain data access and computation limitations using ZK proofs. dApps can process off-chain data and return results to the chain with compact ZK proofs.<\/p>\n<p data-start=\"2509\" data-end=\"2741\">The modular Pico zkVM differentiates Brevis from competitors by applying ZK in real-world scenarios. Its vision is for Brevis to be used across all chains within 3\u20135 years, making ZK a security layer for decentralized systems.<\/p>\n<p data-start=\"2509\" data-end=\"2741\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-56074 \" src=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/Brevis-ZK-1024x590.png\" alt=\"\" width=\"852\" height=\"491\" srcset=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/Brevis-ZK-1024x590.png 1024w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/Brevis-ZK-300x173.png 300w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/Brevis-ZK-768x442.png 768w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/Brevis-ZK.png 1460w\" sizes=\"auto, (max-width: 852px) 100vw, 852px\" \/><\/p>\n<h2 data-start=\"2748\" data-end=\"2765\"><span class=\"ez-toc-section\" id=\"How_It_Works\"><\/span>How It Works<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"2767\" data-end=\"2872\">Brevis operates with a glue-and-coprocessor architecture for high-performance, secure computations.<\/p>\n<ol data-start=\"2874\" data-end=\"3431\">\n<li data-start=\"2874\" data-end=\"2986\">\n<p data-start=\"2877\" data-end=\"2986\">Request: A smart contract requests a computation or data query (e.g., User A\u2019s 6-month trading volume).<\/p>\n<\/li>\n<li data-start=\"2987\" data-end=\"3178\">\n<p data-start=\"2990\" data-end=\"3048\">Off-chain Computation: Brevis processes the request:<\/p>\n<ul data-start=\"3052\" data-end=\"3178\">\n<li data-start=\"3052\" data-end=\"3117\">\n<p data-start=\"3054\" data-end=\"3117\">ZK Data Coprocessor: Analyzes historical blockchain data.<\/p>\n<\/li>\n<li data-start=\"3121\" data-end=\"3178\">\n<p data-start=\"3123\" data-end=\"3178\">Pico zkVM: Executes general-purpose computations.<\/p>\n<\/li>\n<\/ul>\n<\/li>\n<li data-start=\"3179\" data-end=\"3252\">\n<p data-start=\"3182\" data-end=\"3252\">Proof Generation: A ZK proof is generated to verify correctness.<\/p>\n<\/li>\n<li data-start=\"3253\" data-end=\"3343\">\n<p data-start=\"3256\" data-end=\"3343\">On-chain Verification: The proof is submitted to the smart contract and verified.<\/p>\n<\/li>\n<li data-start=\"3344\" data-end=\"3431\">\n<p data-start=\"3347\" data-end=\"3431\">Execution: Verified results are applied safely (e.g., 10% discount to User A).<\/p>\n<\/li>\n<\/ol>\n<p data-start=\"3433\" data-end=\"3585\">Pico zkVM offers flexibility with interchangeable backends and custom circuit integration. Built in Rust, it provides high performance and efficiency.<\/p>\n<p data-start=\"3433\" data-end=\"3585\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-56076 \" src=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-how-it-work-1024x519.jpg\" alt=\"\" width=\"797\" height=\"404\" srcset=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-how-it-work-1024x519.jpg 1024w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-how-it-work-300x152.jpg 300w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-how-it-work-768x389.jpg 768w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-how-it-work-1536x779.jpg 1536w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-how-it-work-2048x1038.jpg 2048w\" sizes=\"auto, (max-width: 797px) 100vw, 797px\" \/><\/p>\n<h2 data-start=\"3592\" data-end=\"3613\"><span class=\"ez-toc-section\" id=\"dApp_Integration\"><\/span>dApp Integration<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"3615\" data-end=\"3668\">Integrating Brevis into dApps involves three steps:<\/p>\n<ol data-start=\"3670\" data-end=\"3930\">\n<li data-start=\"3670\" data-end=\"3750\">\n<p data-start=\"3673\" data-end=\"3750\">Data Access: Trustlessly read historical on-chain data via Brevis APIs.<\/p>\n<\/li>\n<li data-start=\"3751\" data-end=\"3825\">\n<p data-start=\"3754\" data-end=\"3825\">Computation: Run off-chain business logic and generate ZK proofs.<\/p>\n<\/li>\n<li data-start=\"3826\" data-end=\"3930\">\n<p data-start=\"3829\" data-end=\"3930\">Result Usage: Submit results and proofs on-chain for verification and usage by smart contracts.<\/p>\n<\/li>\n<\/ol>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-56079 size-full\" src=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-zkvm.png\" alt=\"\" width=\"881\" height=\"496\" srcset=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-zkvm.png 881w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-zkvm-300x169.png 300w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-zkvm-768x432.png 768w\" sizes=\"auto, (max-width: 881px) 100vw, 881px\" \/><\/p>\n<h2 data-start=\"3937\" data-end=\"3951\"><span class=\"ez-toc-section\" id=\"Use_Cases\"><\/span>Use Cases<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul data-start=\"3953\" data-end=\"4695\">\n<li data-start=\"3953\" data-end=\"4062\">\n<p data-start=\"3955\" data-end=\"4062\">Smart DeFi: Personalized fees, rewards, and dynamic user experiences (PancakeSwap, Uniswap, MetaMask)<\/p>\n<\/li>\n<li data-start=\"4063\" data-end=\"4172\">\n<p data-start=\"4065\" data-end=\"4172\">Stablecoin &amp; RWA: Transparent incentivization and verifiable on-chain rewards (OpenEden, Usual Money)<\/p>\n<\/li>\n<li data-start=\"4173\" data-end=\"4243\">\n<p data-start=\"4175\" data-end=\"4243\">Dark Pool DEX: Off-chain order matching with L1-level security<\/p>\n<\/li>\n<li data-start=\"4244\" data-end=\"4329\">\n<p data-start=\"4246\" data-end=\"4329\">Cross-chain: Trustless bridging between rollups and L1 chains (Kernel, Celer)<\/p>\n<\/li>\n<li data-start=\"4330\" data-end=\"4425\">\n<p data-start=\"4332\" data-end=\"4425\">Blockchain Bootstrap: User acquisition and liquidity growth for new chains (Linea, TAC)<\/p>\n<\/li>\n<li data-start=\"4426\" data-end=\"4508\">\n<p data-start=\"4428\" data-end=\"4508\">Fast L1s: Single-node proofs enable 100x scalability (Ethereum, BNB Chain)<\/p>\n<\/li>\n<li data-start=\"4509\" data-end=\"4581\">\n<p data-start=\"4511\" data-end=\"4581\">Verifiable AI: Personalized, provable AI outputs (Kaito, Trusta)<\/p>\n<\/li>\n<li data-start=\"4582\" data-end=\"4695\">\n<p data-start=\"4584\" data-end=\"4695\">Privacy &amp; Security: ZK proofs for data privacy and DeFi risk analysis (Automata Network, GoPlus Security)<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"4702\" data-end=\"4714\"><span class=\"ez-toc-section\" id=\"Roadmap\"><\/span>Roadmap<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"4716\" data-end=\"4739\">2024 (Completed):<\/p>\n<ul data-start=\"4740\" data-end=\"4834\">\n<li data-start=\"4740\" data-end=\"4762\">\n<p data-start=\"4742\" data-end=\"4762\">Seed funding round<\/p>\n<\/li>\n<li data-start=\"4763\" data-end=\"4783\">\n<p data-start=\"4765\" data-end=\"4783\">Pico zkVM launch<\/p>\n<\/li>\n<li data-start=\"4784\" data-end=\"4808\">\n<p data-start=\"4786\" data-end=\"4808\">Incentra integration<\/p>\n<\/li>\n<li data-start=\"4809\" data-end=\"4834\">\n<p data-start=\"4811\" data-end=\"4834\">72M+ proofs generated<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"4836\" data-end=\"4857\">2025 (Ongoing):<\/p>\n<ul data-start=\"4858\" data-end=\"5051\">\n<li data-start=\"4858\" data-end=\"4878\">\n<p data-start=\"4860\" data-end=\"4878\">Pico-GPU rollout<\/p>\n<\/li>\n<li data-start=\"4879\" data-end=\"4912\">\n<p data-start=\"4881\" data-end=\"4912\">DEX hooks (PancakeSwap, etc.)<\/p>\n<\/li>\n<li data-start=\"4913\" data-end=\"4964\">\n<p data-start=\"4915\" data-end=\"4964\">Ethereum\/BNB Chain integration (RTP technology)<\/p>\n<\/li>\n<li data-start=\"4965\" data-end=\"5008\">\n<p data-start=\"4967\" data-end=\"5008\">Verifiable AI expansion (Kaito, Trusta)<\/p>\n<\/li>\n<li data-start=\"5009\" data-end=\"5051\">\n<p data-start=\"5011\" data-end=\"5051\">October: Pico Prism launch (12s proof)<\/p>\n<\/li>\n<\/ul>\n<p data-start=\"5053\" data-end=\"5074\">2026+ (Future):<\/p>\n<ul data-start=\"5075\" data-end=\"5312\">\n<li data-start=\"5075\" data-end=\"5122\">\n<p data-start=\"5077\" data-end=\"5122\">Multi-chain expansion (Arbitrum, Avalanche)<\/p>\n<\/li>\n<li data-start=\"5123\" data-end=\"5151\">\n<p data-start=\"5125\" data-end=\"5151\">Incentive programs (CPI)<\/p>\n<\/li>\n<li data-start=\"5152\" data-end=\"5187\">\n<p data-start=\"5154\" data-end=\"5187\">$BREVIS token listing &amp; airdrop<\/p>\n<\/li>\n<li data-start=\"5188\" data-end=\"5227\">\n<p data-start=\"5190\" data-end=\"5227\">Ecosystem growth (Linea, TAC, etc.)<\/p>\n<\/li>\n<li data-start=\"5228\" data-end=\"5312\">\n<p data-start=\"5230\" data-end=\"5312\">Long-term: Mobile proofs, AI integration, 80%+ blockchain computations off-chain<\/p>\n<\/li>\n<\/ul>\n<h2 data-start=\"5319\" data-end=\"5340\"><span class=\"ez-toc-section\" id=\"Ecosystem\"><\/span>Ecosystem<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p data-start=\"49\" data-end=\"273\">Brevis operates across a wide ecosystem focused on Ethereum and L2s. It collaborates with over 100 partners (MetaMask, Frax), DeFi protocols (perpetual exchanges), AI solutions (AgentFi), and restaking platforms (Bedrock).<\/p>\n<p data-start=\"275\" data-end=\"393\">Transparency is provided through Brevis Explorer, while the community actively contributes on X (462,864 followers).<\/p>\n<p data-start=\"395\" data-end=\"720\">Use cases within the ecosystem include reward distribution (80% of volume), transaction verification, and staking proofs. With TVL growth of $4B, Brevis creates a tangible impact. While competing with rival ecosystems (Succinct, Risc Zero), it strengthens bridges to Asia and the US with support from Binance and Polychain.<\/p>\n<p data-start=\"722\" data-end=\"740\"><strong data-start=\"722\" data-end=\"738\">Key Metrics:<\/strong><\/p>\n<ul>\n<li data-start=\"744\" data-end=\"782\">132M+ cryptographic proofs generated<\/li>\n<li data-start=\"785\" data-end=\"822\">98K+ unique users across ecosystems<\/li>\n<li data-start=\"825\" data-end=\"852\">~9,000 daily active users<\/li>\n<li data-start=\"855\" data-end=\"915\">$224M+ in rewards distributed with mathematical guarantees<\/li>\n<li data-start=\"918\" data-end=\"944\">$2.8B TVL growth enabled<\/li>\n<li data-start=\"947\" data-end=\"999\">30+ major protocol partnerships live in production<\/li>\n<\/ul>\n<p data-start=\"5518\" data-end=\"5899\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-56083 \" src=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-ecosystem.png\" alt=\"\" width=\"860\" height=\"469\" srcset=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-ecosystem.png 917w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-ecosystem-300x164.png 300w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-ecosystem-768x419.png 768w\" sizes=\"auto, (max-width: 860px) 100vw, 860px\" \/><\/p>\n<h2 data-start=\"5906\" data-end=\"5919\"><span class=\"ez-toc-section\" id=\"Features\"><\/span>Features<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul data-start=\"5921\" data-end=\"6507\">\n<li data-start=\"5921\" data-end=\"6001\">\n<p data-start=\"5923\" data-end=\"6001\">Omnichain Data Access: Verify any on-chain\/off-chain data with ZK proofs<\/p>\n<\/li>\n<li data-start=\"6002\" data-end=\"6146\">\n<p data-start=\"6004\" data-end=\"6146\">Pico zkVM: Open-source, glue-and-coprocessor architecture; modular backends, custom circuits, customizable workflows; 6.9s average proof<\/p>\n<\/li>\n<li data-start=\"6147\" data-end=\"6231\">\n<p data-start=\"6149\" data-end=\"6231\">ZK Coprocessor Network: Distributed, GPU-accelerated, EigenLayer integration<\/p>\n<\/li>\n<li data-start=\"6232\" data-end=\"6328\">\n<p data-start=\"6234\" data-end=\"6328\">Reliable Verification: Reduced cost, privacy-preserving (e.g., encrypted order matching)<\/p>\n<\/li>\n<li data-start=\"6329\" data-end=\"6422\">\n<p data-start=\"6331\" data-end=\"6422\">Ease of Use: Go SDK, quickstart guides for TypeScript\/Solidity; supports 125M+ proofs<\/p>\n<\/li>\n<li data-start=\"6423\" data-end=\"6507\">\n<p data-start=\"6425\" data-end=\"6507\">Extensibility: ML\/AI integration, DEX hooks, incentive mechanisms (Incentra)<\/p>\n<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-56078 \" src=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-zkvm-1024x1024.jpg\" alt=\"\" width=\"752\" height=\"752\" srcset=\"https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-zkvm-1024x1024.jpg 1024w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-zkvm-300x300.jpg 300w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-zkvm-150x150.jpg 150w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-zkvm-768x768.jpg 768w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-zkvm-1536x1536.jpg 1536w, https:\/\/coinengineer.net\/blog\/wp-content\/uploads\/2025\/11\/brevis-zkvm-2048x2048.jpg 2048w\" sizes=\"auto, (max-width: 752px) 100vw, 752px\" \/><\/p>\n<h2 data-start=\"6514\" data-end=\"6548\"><span class=\"ez-toc-section\" id=\"Official_Links_Social_Media\"><\/span>Official Links &amp; Social Media<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/brevis.network\/\">Website<\/a><\/li>\n<li><a href=\"https:\/\/x.com\/brevis_zk\/articles\">Twitter<\/a><\/li>\n<li><a href=\"https:\/\/t.me\/brevisnetwork\">Telegram<\/a><\/li>\n<li><a href=\"https:\/\/discord.com\/invite\/QTRkjKdZ6A\">Discord<\/a><\/li>\n<\/ul>\n<p><em class=\"darkmysite_style_txt_border darkmysite_processed\" data-darkmysite_alpha_bg=\"rgba(0, 0, 0, 0)\">Also, in the comment section, you can freely share your comments and opinions about the topic. Additionally, don\u2019t forget to follow us on\u00a0<a class=\"darkmysite_style_txt_border darkmysite_style_link darkmysite_processed\" href=\"https:\/\/t.me\/coinengineernews\" target=\"_blank\" rel=\"noreferrer noopener\" data-darkmysite_alpha_bg=\"rgba(0, 0, 0, 0)\">Telegram<\/a>,\u00a0<a class=\"darkmysite_style_txt_border darkmysite_style_link darkmysite_processed\" href=\"https:\/\/www.youtube.com\/@CoinEngineer\" target=\"_blank\" rel=\"noreferrer noopener\" data-darkmysite_alpha_bg=\"rgba(0, 0, 0, 0)\">YouTube<\/a>\u00a0and\u00a0<a class=\"darkmysite_style_txt_border darkmysite_style_link darkmysite_processed\" href=\"https:\/\/twitter.com\/coinengineers\" data-darkmysite_alpha_bg=\"rgba(0, 0, 0, 0)\">Twitter<\/a>\u00a0for the latest news and updates<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Brevis Network is an infrastructure project built on zero-knowledge (ZK) technology, specifically using the \u201coff-chain computation + on-chain verification\u201d paradigm. Its flagship product, Pico, is a modular zero-knowledge virtual machine (zkVM). Pico\u2019s unique \u201cglue-and-coprocessor\u201d architecture combines general-purpose workflows with application-specific accelerator circuits, delivering high performance and flexibility. Brevis aims to provide developers with secure and<\/p>\n","protected":false},"author":36,"featured_media":56081,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[18,5],"tags":[26367,26366,22516,26368,16672],"class_list":["post-56071","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-altcoin-projects","category-project-review","tag-brevis-network","tag-brevis-zk","tag-defi-analytics","tag-omnichain-data","tag-zk-proofs"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>What is Brevis ? - Coin Engineer<\/title>\n<meta name=\"description\" content=\"Brevis ZK powers trustless off-chain computation with Pico zkVM, enabling secure, scalable, and verifiable blockchain applications.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/coinengineer.net\/blog\/what-is-brevis-zk\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What is Brevis ? 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