Zama
Founded Year
2019Stage
Series B | AliveTotal Raised
$146.2MValuation
$0000Last Raised
$57M | 4 mos agoMosaic Score The Mosaic Score is an algorithm that measures the overall financial health and market potential of private companies.
+90 points in the past 30 days
About Zama
Zama operates as an open-source cryptography company that specializes in fully homomorphic encryption (FHE) solutions for the blockchain and AI sectors. The company offers products that enable computation on encrypted data, allowing for privacy-preserving machine learning and confidential smart contracts. Zama's solutions cater to industries that require data privacy and security, such as finance, healthcare, and identity verification. It was founded in 2019 and is based in Paris, France.
Loading...
ESPs containing Zama
The ESP matrix leverages data and analyst insight to identify and rank leading companies in a given technology landscape.
The verifiable computing solutions market involves technologies that allow outsourcing of computational tasks while enabling verification of result accuracy, leveraging advancements in chip designs and computing architectures. These solutions incorporate zero-knowledge proofs, homomorphic encryption, and specialized hardware, which enhance security at both software and hardware levels. Companies i…
Zama named as Leader among 9 other companies, including Microsoft, Nexus Laboratories, and Duality Technologies.
Loading...
Research containing Zama
Get data-driven expert analysis from the CB Insights Intelligence Unit.
CB Insights Intelligence Analysts have mentioned Zama in 3 CB Insights research briefs, most recently on Oct 20, 2025.
Oct 20, 2025 report
Book of Scouting Reports: 2025’s Digital Health 50
May 16, 2025 report
Book of Scouting Reports: 2025’s AI 100
Apr 24, 2025 report
AI 100: The most promising artificial intelligence startups of 2025Expert Collections containing Zama
Expert Collections are analyst-curated lists that highlight the companies you need to know in the most important technology spaces.
Zama is included in 5 Expert Collections, including Artificial Intelligence (AI).
Artificial Intelligence (AI)
16,578 items
Companies developing artificial intelligence solutions, including cross-industry applications, industry-specific products, and AI infrastructure solutions.
Blockchain
8,887 items
Companies in this collection build, apply, and analyze blockchain and cryptocurrency technologies for business or consumer use cases. Categories include blockchain infrastructure and development, crypto & DeFi, Web3, NFTs, gaming, supply chain, enterprise blockchain, and more.
AI 100 (2025)
100 items
AI 100 (All Winners 2018-2025)
100 items
Unicorns- Billion Dollar Startups
1,297 items
Zama Patents
Zama has filed 20 patents.
The 3 most popular patent topics include:
- cryptography
- cryptographic attacks
- engine technology
Application Date | Grant Date | Title | Related Topics | Status |
|---|---|---|---|---|
6/3/2022 | 12/24/2024 | Cryptography, Artificial neural networks, Computer arithmetic, Group theory, Cryptographic attacks | Grant |
Application Date | 6/3/2022 |
|---|---|
Grant Date | 12/24/2024 |
Title | |
Related Topics | Cryptography, Artificial neural networks, Computer arithmetic, Group theory, Cryptographic attacks |
Status | Grant |
Latest Zama News
Oct 22, 2025
Keycard 目标释放 AI Agents 的效用，为开发者和企业提供构建和大规模采用可信代理应用所需的基础架构。构建一个基础架构，将代理行为的控制权交到用户、构建者和运维人员手中，并实现完全的可审计性。 AI 解读 Keycard完成3800万美元启动轮融资，由a16z、Acrew Capital和Boldstart Ventures领投，这是一个明确的信号，表明顶级资本正在押注AI Agent身份与访问管理这一细分赛道。身份管理一直是Web3的核心难题，而AI Agent的普及让这个问题变得更加复杂和紧迫——如何确保AI操作者的身份可信、权限可控，同时不牺牲去中心化体验，这是Keycard试图解决的关键问题。 从行业背景看，Web3+AI的融合正处于爆发前夜。2024年上半年已有64个相关项目完成融资，其中超半数聚焦于基础设施和游戏娱乐，而AI Agent在Web3AI赛道市值占比高达23%，这显示出市场对自动化、智能化代理的强烈需求。但问题在于，AI Agent的大规模采用会带来新的安全风险：如果AI可以自主执行交易、签署合约甚至管理资产，那么身份验证和访问控制就必须重构——不仅要验证“谁”，还要验证“是什么”以及“为什么操作”。这正是Keycard这类平台的价值所在。 参考DID（去中心化身份）和PoP（人格证明）的早期讨论，Web3身份的核心逻辑是解决“人机之争”——确保背后是真人而非机器人滥用系统。但AI Agent的出现让这个逻辑更加复杂：我们可能需要区分“人类身份”和“AI代理身份”，并为后者建立可审计的权限框架。a16z等机构领投Keycard，很可能看重的是其将传统IAM（身份与访问管理）理念与Web3去中心化架构结合的能力，比如通过智能合约管理AI代理的权限，或用零知识证明实现隐私保护下的验证。 另外，从融资趋势看，Web3+AI的基础设施项目正持续获得资金青睐。例如Paradigm领投的Babylon、Multicoin押注的Zama（密码学公司）以及Polychain投资的Sahara（De-AI项目），都表明资本在布局AI与区块链结合的技术栈。Keycard的定位类似——它可能成为AI Agent活动的“安全层”，确保自动化操作符合规则且不被滥用。 但挑战也很明显。首先，AI Agent的行为具有不确定性和演化性，传统静态权限模型可能失效；其次，如何平衡去中心化与合规要求（尤其是企业场景）是个难题；最后，市场仍处于早期，需要教育用户为什么AI代理需要独立的身份管理。不过，随着PayPal、Visa等传统巨头开始布局“智能体支付”（Agentic Commerce），这个赛道的爆发可能比预期更快。 Keycard的融资额较高（3800万美元启动轮），说明投资者认为这是一个需要重资金投入的底层设施，而非应用层工具。如果它能成功构建标准，很可能成为AI Agent时代的“身份中间件”，连接Web2企业、Web3协议和AI模型。但最终，它的成败取决于能否在安全性和用户体验之间找到平衡——既要防止AI作恶，又不能让它变得寸步难行。 热门文章
Zama Frequently Asked Questions (FAQ)
When was Zama founded?
Zama was founded in 2019.
Where is Zama's headquarters?
Zama's headquarters is located at 8 rue du Sentier, Paris.
What is Zama's latest funding round?
Zama's latest funding round is Series B.
How much did Zama raise?
Zama raised a total of $146.2M.
Who are the investors of Zama?
Investors of Zama include Blockchange Ventures, Pantera Capital, Metaplanet, Vsquared Ventures, Stake Capital and 15 more.
Who are Zama's competitors?
Competitors of Zama include Roseman Labs, Cornami, Inpher, Mind Network, Fhenix and 7 more.
Loading...
Compare Zama to Competitors
Duality Technologies focuses on secure data collaboration in the technology domain. The company offers a platform that enables organizations to collaborate and analyze data securely without ever decrypting it. It provides services such as privacy-protected artificial intelligence development and encrypted queries on secured datasets. It serves the financial services, healthcare, and marketing industries. The company was founded in 2016 and is based in Hoboken, New Jersey.
Enveil is a privacy-enhancing technology company that focuses on protecting data in use across various sectors. The company offers ZeroReveal solutions that enable secure data usage, collaboration, and monetization without compromising data privacy or security. Enveil's products are designed to allow organizations to extract insights and analyze data across boundaries and silos while maintaining the confidentiality and ownership of the underlying data. It was founded in 2016 and is based in Fulton, Maryland.
Shyft Network is a public protocol focused on blockchain compliance and identity validation within the cryptocurrency sector. The company provides services that enable peer-to-peer sharing of information on the blockchain, ensuring user privacy and compliance with regulations such as GDPR. Shyft Network serves the cryptocurrency industry, offering tools and frameworks for data sharing and compliance. It was founded in 2017 and is based in St. Michael, Barbados.
zCloak Network is a privacy-preserving computing platform focused on decentralized identity and data ownership within the blockchain technology sector. The company offers a suite of products that enable users to manage their digital identity and perform data computations on their own devices, utilizing zero-knowledge proofs to maintain privacy. These solutions cater to individuals and entities looking to secure their web3 identities and control their personal data without compromising privacy. zCloak Network was formerly known as Starks Network. It was founded in 2020 and is based in Hong Kong, Hong Kong.
Omnisient specializes in data collaboration within the financial services and consumer brands sectors. The company provides a platform for businesses to share and monetize information while ensuring consumer privacy and data protection. Omnisient serves sectors including retail, telecommunications, healthcare, banking, insurance, and credit bureaus. It was founded in 2019 and is based in Cape Town, South Africa.
Tabularis.AI provides artificial intelligence (AI)-powered data solutions for businesses, focusing on privacy-first AI models within the technology sector. The company offers AI models that are designed to operate on edge devices, synthetic data generation for AI training, and automated dataflows for data analysis and reporting processes. These services are intended for businesses interested in privacy-preserving AI technologies. It was founded in 2023 and is based in Heilbronn, Germany.
Loading...