盘点142家投资人工智能与机器学习领域的风险投资机构，并介绍红杉资本、General Catalyst等主要机构的相关信息。
Finding the right investor for your AI or machine learning startup can feel like a huge challenge. The good news is that many venture capital firms are actively funding companies in this space.
Established players like Sequoia Capital have made over 2,200 investments, while newer firms like Antler are catching up with nearly 2,000. Many have strong track records too, with firms like Index Ventures and Insight Partners seeing over 250 exits each.
Below is our list of the best 142 AI & ML VC firms.
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Supporting businesses from seed to growth, General Catalyst provides capital and strategic guidance to founders building in industries like healthcare, fintech, and consumer technology. Their portfolio includes well-known companies such as Airbnb and Hubspot, reflecting a core mission to foster resilience and advance applied AI.
HeadquartersSan Francisco, California, United States Year Founded2000 FoundersDavid Fialkow, David Orfao, Joel Cutler Total Funding$8.6BAverage Check Size$2MIndustriesConsumer, Enterprise, AI & ML, Cloud, Marketplace, SaaS, Developer ToolsInvestment StageConvertible Note, Debt, Early Stage, Late Stage, Post-Ipo, Private Equity, SeedNº of Investments1586 (667 as Lead Investor) Nº of Exits238 (33 IPO'd) Top Portfolio StartupsVroom, Hubspot, AirbnbContactgcinfo@generalcatalyst.com / +1 415-659-5000Sequoia Capital partners with daring founders across sectors like healthcare, fintech, and AI, helping them build their ideas into enduring companies. This partnership approach has helped create some of the world's most defining companies, including Apple, Google, and Nvidia.
HeadquartersMenlo Park, California, United States Year Founded1972 FoundersDonald Valentine, W. M. Coughran Total Funding$22BAverage Check Size$1MIndustriesAI & ML, Consumer, Crypto & Blockchain, Enterprise, Fintech, Healthcare, Internet & MobileInvestment StageCrowdfunding, Early Stage, Initial Coin Offering, Late Stage, Post-Ipo, Seed, GrowthNº of Investments2241 (838 as Lead Investor) Nº of Exits440 (132 IPO'd) Top Portfolio StartupsGoogle, Nvidia, AppleContact+1 650-854-3927Focusing on growth-stage software companies, Insight Partners invests in sectors ranging from Fintech and Cybersecurity to AI and DevOps. Their portfolio features major successes like Twitter, Docusign, and Shopify, reflecting a core belief that growth equals opportunity.
HeadquartersNew York, New York, United States Year Founded1995 FoundersJeff Horing, Jerry Murdock Total Funding$46.1BAverage Check Size$20MIndustriesCrypto & Blockchain, Cybersecurity, Devops, E-Commerce, Education, Fintech, Government Technology, Healthcare, Supply Chain & Logistics, Proptech & Real Estate, Future of Work, AI & ML, API, Food & Beverage, Marketplace, Legal, InfrastructureInvestment StageConvertible Note, Debt, Early Stage, Late Stage, Private Equity, Seed, Series A, GrowthNº of Investments1209 (786 as Lead Investor) Nº of Exits263 (53 IPO'd) Top Portfolio StartupsTwitter, Docusign, ShopifyContactgrowth@insightpartners.com / 212-230-9200Norwest provides both venture and growth equity to companies at all stages, with a focus on the consumer, enterprise, and healthcare sectors. They draw on a deep network and extensive operating experience to help founders scale, having backed over 600 companies like Vertex Pharmaceuticals and Grove Collaborative.
HeadquartersPalo Alto, California, United States Year Founded1961 FoundersIrem Rami, Jeff Crowe, Jon Kossow, Promod Haque, Sohil Chand Total Funding$12.6BAverage Check Size$25MIndustriesConsumer, Enterprise, Healthcare, AI & ML, Biotech, DTC, E-Commerce, Education, Fintech, Food & Beverage, Marketplace, Media, SaaS, Proptech & Real Estate, InfrastructureInvestment StageConvertible Note, Debt, Early Stage, Late Stage, Private Equity, Secondary Market, GrowthNº of Investments1000 (391 as Lead Investor) Nº of Exits225 (42 IPO'd) Top Portfolio StartupsGrove Collaborative, Sundaysky, Vertex PharmaceuticalsContactbusinessplan@nvp.com / +1 650-321-8000Index Ventures partners with entrepreneurs to turn bold ideas into global businesses, supporting them from seed to IPO. They have backed category-defining companies across industries, including Figma, Revolut, Roblox, and Datadog.
HeadquartersSan Francisco, California, United States Year Founded1996 FoundersDavid Rimer, Giuseppe Zocco, Neil Rimer, Terrence Rohan Total Funding$12.4BAverage Check Size$10MIndustriesAI & ML, Entertainment, Fintech, Healthcare, Media, SaaS, Productivity, Cybersecurity, Developer ToolsInvestment StageEarly Stage, Late Stage, Seed, Pre-Seed, Series A, Series BNº of Investments1246 (500 as Lead Investor) Nº of Exits271 (53 IPO'd) Top Portfolio StartupsZendesk, Funding Circle, DatadogContactpress@indexventures.com / 415-471-1700Antler operates as a global early-stage venture capital firm that helps build technology companies from the ground up, often by connecting individuals to co-founders. The firm then incubates these new startups, providing capital and access to a worldwide network of advisors and talent to help them scale.
HeadquartersSingapore, Central Region, Singapore Year Founded2018 FoundersAshok Pandey, Dilan Mizrakli Landgraff, Fridtjof Berge, Jussi Salovaara, Magnus Grimeland, Rajesh Rai, Stefan Jung, Vegard Medbo Total Funding$82.2MIndustriesAI & ML, Consumer, Crypto & Blockchain, Cybersecurity, E-Commerce, Fintech, SaaS, Gaming, Proptech & Real Estate, Internet & Mobile, Food & Beverage, Supply Chain & Logistics, Healthcare, MediaInvestment StageEarly Stage, Seed, Pre-SeedNº of Investments1981 (845 as Lead Investor) Nº of Exits16 Top Portfolio StartupsChatFood, Baselime, Genuine TasteContacthello@antler.co / (720) 955-9211Alumni Ventures opens up venture capital to accredited investors by building diversified portfolios, often centered around specific university alumni networks. Their community-driven approach allows them to co-invest alongside top-tier firms in a portfolio of over 1,400 companies, including successes like Blockfi and Simplisafe.
HeadquartersManchester, New Hampshire, United States Year Founded2014 FoundersLuke Antal, Michael Collins, Michael Madden Total Funding$1BAverage Check Size$1MIndustriesAI & ML, AR & VR, Consumer, Cybersecurity, Fintech, Food & Beverage, Healthcare, Industrial, IoT, Life Sciences, Proptech & Real Estate, SaaS, Climate & Sustainability, Transportation, Media, ManufacturingInvestment StageConvertible Note, Early Stage, Initial Coin Offering, Late Stage, SeedNº of Investments2156 (545 as Lead Investor) Nº of Exits206 (24 IPO'd) Top Portfolio StartupsFis, Blockfi, SimplisafeContactinfo@av.vc / +1 603-518-8112Base10 Partners backs early-stage founders automating the "Real Economy" in sectors like fintech and SaaS, with a portfolio that includes giants like Stripe, Figma, and Notion. What sets them apart is their Advancement Initiative, a program that donates 50% of the firm's profits to support students at underfunded colleges and universities.
HeadquartersSan Francisco, California, United States Year Founded2017 FoundersAdeyemi Ajao, TJ Nahigian Total Funding$460MAverage Check Size$5MIndustriesAI & ML, Supply Chain & Logistics, SaaS, Healthcare, Food & Beverage, Automation, Enterprise, FintechInvestment StageEarly Stage, SeedNº of Investments159 (92 as Lead Investor) Nº of Exits4 Top Portfolio StartupsPlaid, Brex, DrivewealthContactpartners@base10.vcBattery Ventures operates as a multi-stage investment firm, backing technology companies from their earliest seed rounds all the way to private equity. Their portfolio includes household names like Coinbase, Wayfair, and Glassdoor, reflecting a focus on backing potentially category-defining businesses across a wide range of technology markets.
HeadquartersBoston, Massachusetts, United States Year Founded1983 FoundersRick Frisbie Total Funding$17.7BAverage Check Size$500MIndustriesLife Sciences, Industrial, Consumer, Cybersecurity, Cloud, Devops, AI & ML, Fintech, Healthcare, InfrastructureInvestment StageEarly Stage, Late Stage, Private Equity, Seed, DebtNº of Investments889 (349 as Lead Investor) Nº of Exits231 (36 IPO'd) Top Portfolio StartupsCoinbase, Wayfair, GlassdoorContact(415) 426-5900Sapphire partners with enterprise software companies from seed to late stage, helping them scale into category leaders. With distinct investment strategies for ventures, partners, and sports, they have supported major successes including Docusign, Monday.com, and Mulesoft.
HeadquartersAustin, Texas, United States Year Founded1996 FoundersAndreas Weiskam, David Hartwig, Doug Higgins, Jai Das, Nino Marakovic Total Funding$8.8BAverage Check Size$10MIndustriesAI & ML, Enterprise, SaaS, Crypto & Blockchain, Cybersecurity, Big Data & Analytics, Devops, Fintech, Healthcare, SportsInvestment StageEarly Stage, Late Stage, Seed, Series A, Series BNº of Investments368 (137 as Lead Investor) Nº of Exits104 (33 IPO'd) Top Portfolio StartupsDocusign, Monday.com, MulesoftContactinfo@sapphireventures.com / +1 650 382 1110132 Additional AI & ML VC Firms Worth Pitching
Our top picks are a great starting point, but there are many more investors funding founders in this area. The firms below have collectively invested in over 20,000 startups across the US, Europe, and Asia.
They've also helped guide more than 2,500 of those companies to an exit. Here’s a look at the other venture capital firms funding what's next in AI and machine learning.