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	<title>Brevis ZK Archives - Coin Engineer</title>
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	<title>Brevis ZK Archives - Coin Engineer</title>
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		<title>What is Brevis ?</title>
		<link>https://coinengineer.net/blog/what-is-brevis-zk/</link>
					<comments>https://coinengineer.net/blog/what-is-brevis-zk/#respond</comments>
		
		<dc:creator><![CDATA[Yeliz Akmaca]]></dc:creator>
		<pubDate>Thu, 11 Dec 2025 15:00:13 +0000</pubDate>
				<category><![CDATA[Altcoin Projects]]></category>
		<category><![CDATA[Project review]]></category>
		<category><![CDATA[brevis network]]></category>
		<category><![CDATA[Brevis ZK]]></category>
		<category><![CDATA[defi analytics]]></category>
		<category><![CDATA[Omnichain data]]></category>
		<category><![CDATA[zk-proofs]]></category>
		<guid isPermaLink="false">https://coinengineer.net/blog/?p=56071</guid>

					<description><![CDATA[<p>Brevis Network is an infrastructure project built on zero-knowledge (ZK) technology, specifically using the “off-chain computation + on-chain verification” paradigm. Its flagship product, Pico, is a modular zero-knowledge virtual machine (zkVM). Pico’s unique “glue-and-coprocessor” architecture combines general-purpose workflows with application-specific accelerator circuits, delivering high performance and flexibility. Brevis aims to provide developers with secure and</p>
<p>The post <a href="https://coinengineer.net/blog/what-is-brevis-zk/">What is Brevis ?</a> appeared first on <a href="https://coinengineer.net/blog">Coin Engineer</a>.</p>
]]></description>
										<content:encoded><![CDATA[<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 “off-chain computation + on-chain verification” paradigm. Its flagship product, Pico, is a modular zero-knowledge virtual machine (zkVM). Pico’s unique “glue-and-coprocessor” architecture combines general-purpose workflows with application-specific accelerator circuits, delivering high performance and flexibility.</p>
<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>
<p data-start="794" data-end="905">Its core mission is to address the “Black Box Dilemma” faced by blockchains (especially smart contracts):</p>
<ul data-start="907" data-end="1110">
<li data-start="907" data-end="993">
<p data-start="909" data-end="993">On-chain Computation: Secure and verifiable, but limited, slow, and expensive.</p>
</li>
<li data-start="994" data-end="1110">
<p data-start="996" data-end="1110">Off-chain Computation: Fast and powerful, but relies on centralized servers and cannot be verified securely.</p>
</li>
</ul>
<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>
<p data-start="1112" data-end="1298"> <img fetchpriority="high" 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="(max-width: 827px) 100vw, 827px" /></p>
<h2 data-start="1305" data-end="1327">Team and Founders</h2>
<p data-start="1329" data-end="1436">The Brevis team consists of experts in distributed systems, cryptography, and high-performance computing.</p>
<ul data-start="1438" data-end="1674">
<li data-start="1438" data-end="1601">
<p data-start="1440" data-end="1601">Co-Founder &amp; CEO: Michael – also a co-founder of the widely used cross-chain interaction platform Celer Network. Holds a PhD in Computer Science from UIUC.</p>
</li>
<li data-start="1602" data-end="1674">
<p data-start="1604" data-end="1674">Co-Founder: Noam Nelke – another founding member of the project.</p>
</li>
</ul>
<p><img 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="(max-width: 514px) 100vw, 514px" /></p>
<h2 data-start="1681" data-end="1716">Investors and Notable Partners</h2>
<p data-start="1718" data-end="1787">Brevis raised $7.5M in a Seed Round announced in November 2024.</p>
<ul data-start="1789" data-end="1920">
<li data-start="1789" data-end="1844">
<p data-start="1791" data-end="1844">Lead Investors: Polychain Capital, Binance Labs</p>
</li>
<li data-start="1845" data-end="1920">
<p data-start="1847" data-end="1920">Other Participants: IOSG, Nomad Capital, Bankless Ventures, HashKey</p>
</li>
</ul>
<h2 data-start="1927" data-end="1958">Partnerships and Ecosystem</h2>
<p data-start="1960" data-end="2035">Brevis is actively used by over 20 major protocols across 5+ blockchains:</p>
<ul data-start="2037" data-end="2293">
<li data-start="2037" data-end="2108">
<p data-start="2039" data-end="2108">DeFi: PancakeSwap, Uniswap, Usual Money, Frax, QuickSwap, Gamma</p>
</li>
<li data-start="2109" data-end="2161">
<p data-start="2111" data-end="2161">L2 / Blockchains: Linea, Ethereum, BNB Chain</p>
</li>
<li data-start="2162" data-end="2225">
<p data-start="2164" data-end="2225">Infrastructure: Celer Network, EigenLayer, AltLayer, 0G</p>
</li>
<li data-start="2226" data-end="2293">
<p data-start="2228" data-end="2293">Data &amp; Security: MetaMask, KaitoAI, Trusta, GoPlus Security</p>
</li>
</ul>
<p><img 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="(max-width: 858px) 100vw, 858px" /></p>
<h2 data-start="2300" data-end="2323">Vision and Concept</h2>
<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>
<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 3–5 years, making ZK a security layer for decentralized systems.</p>
<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>
<h2 data-start="2748" data-end="2765">How It Works</h2>
<p data-start="2767" data-end="2872">Brevis operates with a glue-and-coprocessor architecture for high-performance, secure computations.</p>
<ol data-start="2874" data-end="3431">
<li data-start="2874" data-end="2986">
<p data-start="2877" data-end="2986">Request: A smart contract requests a computation or data query (e.g., User A’s 6-month trading volume).</p>
</li>
<li data-start="2987" data-end="3178">
<p data-start="2990" data-end="3048">Off-chain Computation: Brevis processes the request:</p>
<ul data-start="3052" data-end="3178">
<li data-start="3052" data-end="3117">
<p data-start="3054" data-end="3117">ZK Data Coprocessor: Analyzes historical blockchain data.</p>
</li>
<li data-start="3121" data-end="3178">
<p data-start="3123" data-end="3178">Pico zkVM: Executes general-purpose computations.</p>
</li>
</ul>
</li>
<li data-start="3179" data-end="3252">
<p data-start="3182" data-end="3252">Proof Generation: A ZK proof is generated to verify correctness.</p>
</li>
<li data-start="3253" data-end="3343">
<p data-start="3256" data-end="3343">On-chain Verification: The proof is submitted to the smart contract and verified.</p>
</li>
<li data-start="3344" data-end="3431">
<p data-start="3347" data-end="3431">Execution: Verified results are applied safely (e.g., 10% discount to User A).</p>
</li>
</ol>
<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>
<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>
<h2 data-start="3592" data-end="3613">dApp Integration</h2>
<p data-start="3615" data-end="3668">Integrating Brevis into dApps involves three steps:</p>
<ol data-start="3670" data-end="3930">
<li data-start="3670" data-end="3750">
<p data-start="3673" data-end="3750">Data Access: Trustlessly read historical on-chain data via Brevis APIs.</p>
</li>
<li data-start="3751" data-end="3825">
<p data-start="3754" data-end="3825">Computation: Run off-chain business logic and generate ZK proofs.</p>
</li>
<li data-start="3826" data-end="3930">
<p data-start="3829" data-end="3930">Result Usage: Submit results and proofs on-chain for verification and usage by smart contracts.</p>
</li>
</ol>
<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>
<h2 data-start="3937" data-end="3951">Use Cases</h2>
<ul data-start="3953" data-end="4695">
<li data-start="3953" data-end="4062">
<p data-start="3955" data-end="4062">Smart DeFi: Personalized fees, rewards, and dynamic user experiences (PancakeSwap, Uniswap, MetaMask)</p>
</li>
<li data-start="4063" data-end="4172">
<p data-start="4065" data-end="4172">Stablecoin &amp; RWA: Transparent incentivization and verifiable on-chain rewards (OpenEden, Usual Money)</p>
</li>
<li data-start="4173" data-end="4243">
<p data-start="4175" data-end="4243">Dark Pool DEX: Off-chain order matching with L1-level security</p>
</li>
<li data-start="4244" data-end="4329">
<p data-start="4246" data-end="4329">Cross-chain: Trustless bridging between rollups and L1 chains (Kernel, Celer)</p>
</li>
<li data-start="4330" data-end="4425">
<p data-start="4332" data-end="4425">Blockchain Bootstrap: User acquisition and liquidity growth for new chains (Linea, TAC)</p>
</li>
<li data-start="4426" data-end="4508">
<p data-start="4428" data-end="4508">Fast L1s: Single-node proofs enable 100x scalability (Ethereum, BNB Chain)</p>
</li>
<li data-start="4509" data-end="4581">
<p data-start="4511" data-end="4581">Verifiable AI: Personalized, provable AI outputs (Kaito, Trusta)</p>
</li>
<li data-start="4582" data-end="4695">
<p data-start="4584" data-end="4695">Privacy &amp; Security: ZK proofs for data privacy and DeFi risk analysis (Automata Network, GoPlus Security)</p>
</li>
</ul>
<h2 data-start="4702" data-end="4714">Roadmap</h2>
<p data-start="4716" data-end="4739">2024 (Completed):</p>
<ul data-start="4740" data-end="4834">
<li data-start="4740" data-end="4762">
<p data-start="4742" data-end="4762">Seed funding round</p>
</li>
<li data-start="4763" data-end="4783">
<p data-start="4765" data-end="4783">Pico zkVM launch</p>
</li>
<li data-start="4784" data-end="4808">
<p data-start="4786" data-end="4808">Incentra integration</p>
</li>
<li data-start="4809" data-end="4834">
<p data-start="4811" data-end="4834">72M+ proofs generated</p>
</li>
</ul>
<p data-start="4836" data-end="4857">2025 (Ongoing):</p>
<ul data-start="4858" data-end="5051">
<li data-start="4858" data-end="4878">
<p data-start="4860" data-end="4878">Pico-GPU rollout</p>
</li>
<li data-start="4879" data-end="4912">
<p data-start="4881" data-end="4912">DEX hooks (PancakeSwap, etc.)</p>
</li>
<li data-start="4913" data-end="4964">
<p data-start="4915" data-end="4964">Ethereum/BNB Chain integration (RTP technology)</p>
</li>
<li data-start="4965" data-end="5008">
<p data-start="4967" data-end="5008">Verifiable AI expansion (Kaito, Trusta)</p>
</li>
<li data-start="5009" data-end="5051">
<p data-start="5011" data-end="5051">October: Pico Prism launch (12s proof)</p>
</li>
</ul>
<p data-start="5053" data-end="5074">2026+ (Future):</p>
<ul data-start="5075" data-end="5312">
<li data-start="5075" data-end="5122">
<p data-start="5077" data-end="5122">Multi-chain expansion (Arbitrum, Avalanche)</p>
</li>
<li data-start="5123" data-end="5151">
<p data-start="5125" data-end="5151">Incentive programs (CPI)</p>
</li>
<li data-start="5152" data-end="5187">
<p data-start="5154" data-end="5187">$BREVIS token listing &amp; airdrop</p>
</li>
<li data-start="5188" data-end="5227">
<p data-start="5190" data-end="5227">Ecosystem growth (Linea, TAC, etc.)</p>
</li>
<li data-start="5228" data-end="5312">
<p data-start="5230" data-end="5312">Long-term: Mobile proofs, AI integration, 80%+ blockchain computations off-chain</p>
</li>
</ul>
<h2 data-start="5319" data-end="5340">Ecosystem</h2>
<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>
<p data-start="275" data-end="393">Transparency is provided through Brevis Explorer, while the community actively contributes on X (462,864 followers).</p>
<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>
<p data-start="722" data-end="740"><strong data-start="722" data-end="738">Key Metrics:</strong></p>
<ul>
<li data-start="744" data-end="782">132M+ cryptographic proofs generated</li>
<li data-start="785" data-end="822">98K+ unique users across ecosystems</li>
<li data-start="825" data-end="852">~9,000 daily active users</li>
<li data-start="855" data-end="915">$224M+ in rewards distributed with mathematical guarantees</li>
<li data-start="918" data-end="944">$2.8B TVL growth enabled</li>
<li data-start="947" data-end="999">30+ major protocol partnerships live in production</li>
</ul>
<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>
<h2 data-start="5906" data-end="5919">Features</h2>
<ul data-start="5921" data-end="6507">
<li data-start="5921" data-end="6001">
<p data-start="5923" data-end="6001">Omnichain Data Access: Verify any on-chain/off-chain data with ZK proofs</p>
</li>
<li data-start="6002" data-end="6146">
<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>
</li>
<li data-start="6147" data-end="6231">
<p data-start="6149" data-end="6231">ZK Coprocessor Network: Distributed, GPU-accelerated, EigenLayer integration</p>
</li>
<li data-start="6232" data-end="6328">
<p data-start="6234" data-end="6328">Reliable Verification: Reduced cost, privacy-preserving (e.g., encrypted order matching)</p>
</li>
<li data-start="6329" data-end="6422">
<p data-start="6331" data-end="6422">Ease of Use: Go SDK, quickstart guides for TypeScript/Solidity; supports 125M+ proofs</p>
</li>
<li data-start="6423" data-end="6507">
<p data-start="6425" data-end="6507">Extensibility: ML/AI integration, DEX hooks, incentive mechanisms (Incentra)</p>
</li>
</ul>
<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>
<h2 data-start="6514" data-end="6548">Official Links &amp; Social Media</h2>
<ul>
<li><a href="https://brevis.network/">Website</a></li>
<li><a href="https://x.com/brevis_zk/articles">Twitter</a></li>
<li><a href="https://t.me/brevisnetwork">Telegram</a></li>
<li><a href="https://discord.com/invite/QTRkjKdZ6A">Discord</a></li>
</ul>
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<p>The post <a href="https://coinengineer.net/blog/what-is-brevis-zk/">What is Brevis ?</a> appeared first on <a href="https://coinengineer.net/blog">Coin Engineer</a>.</p>
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