The deep learning industry in the US focuses on developing algorithms that help machines learn from data. This sector includes companies specializing in artificial intelligence, software platforms, and hardware solutions, all aimed at driving innovation across various fields such as healthcare, finance, and tech. It's a rapidly evolving space, with these companies enhancing capabilities in natural language processing, computer vision, and predictive analytics. As businesses increasingly seek to leverage data for strategic decisions, the industry is projected to expand significantly, with investments pouring in to support research and development.


This list highlights prominent venture capital firms spanning various stages of investment, primarily headquartered in California and New York. With founding years ranging from 1911 to 2023, these investors demonstrate experience and fresh perspectives in the tech sector. In 2024, they collectively completed over 1,000 deals, reflecting a strong commitment to advancing deep learning technologies. From established names like Accel to newcomers like Deep Tech Fund, their contributions highlight the growing importance of AI-driven solutions in today’s marketplace.


Top 14 Deep Learning Investors in the US


1. Y Combinator

  • Website: ycombinator.com
  • Type: Venture Capital
  • Headquarters: San Francisco, California, United States (USA)
  • Founded year: 2005
  • Headcount: 51-200
  • Number of deals in 2024: 802
  • LinkedIn: y-combinator

Y Combinator is a startup accelerator and venture capital firm based in San Francisco, California, founded in 2005. It provides funding and mentorship to early-stage technology companies through a structured program that helps entrepreneurs launch and grow their businesses. Y Combinator has successfully launched over 4,000 startups, making it a key player in the technology startup ecosystem. Notably, Y Combinator has invested in significant deep learning-related companies, including OpenAI, which raised $120,000 in a pre-seed round in 2016, and Scale AI, which has received multiple rounds of funding from Y Combinator, including a Series A of $4.5 million in 2017, a Series B of $18 million in 2018, a Series E of $325 million in 2021, and participation in a Series F round in 2024 that raised $1 billion. These investments highlight Y Combinator's commitment to supporting advancements in deep learning and artificial intelligence.


2. Plug and Play Tech Center


Plug and Play Tech Center is an innovation hub and venture capital firm based in Sunnyvale, California, founded in 2006. They connect startups with corporations to foster growth and innovation, offering various programs including accelerator initiatives and investment opportunities. In 2024, they made 253 investments, showcasing their active role in the startup ecosystem. Notably, they have invested in DataRobot, a leading machine-learning software company, which raised $100 million in Series D funding in October 2018 and $67.18 million in Series C funding in July 2017. Additionally, they have supported Turing, which raised $87 million in Series D funding in October 2021 and $32 million in Series B funding in September 2020. These transactions highlight Plug and Play's commitment to advancing deep learning technologies and their relevance in the sector.


3. Deep Tech Fund (an Alumni Ventures Fund)

  • Website: av.vc
  • Type: Venture Capital
  • Headquarters: Manchester, New Hampshire, United States (USA)
  • Founded year: 2023
  • Headcount: 51-200
  • Number of deals in 2024: 258
  • LinkedIn: deep-tech-fund-av-focused-fund

The Deep Tech Fund (an Alumni Ventures Fund) is a venture capital firm based in Manchester, New Hampshire, founded in 2023. It provides accredited investors and institutions with access to professionally-managed, diversified venture portfolios, leveraging a network of over 10,000 investors to connect them with high-quality investment opportunities in the startup ecosystem. Notably, the fund has been involved in significant transactions in the deep tech sector, including a $640 million Series D investment in Groq, a company known for its tensor streaming processor architecture, which is crucial for deep learning applications. Additionally, the fund participated in a $56 million Series D round for Syntiant, a leader in AI solutions for edge devices, further emphasizing its commitment to deep learning and related technologies.


4. Intel Capital

  • Website: intelcapital.com
  • Type: Venture Capital
  • Headquarters: Santa Clara, California, United States (USA)
  • Founded year: 1991
  • Headcount: 11-50
  • Number of deals in 2024: 23
  • LinkedIn: intelcapital

Intel Capital is a venture capital firm based in Santa Clara, California, founded in 1991. The firm invests in early-stage technology companies, focusing on areas such as AI, cloud computing, and semiconductor technologies. In recent years, Intel Capital has made significant investments in companies relevant to deep learning, including Syntiant, which raised a total of $56.4 million across multiple funding rounds (Series A, B, and D) to develop deep learning solutions for edge devices. Additionally, they have invested in DataRobot, a company that raised substantial funding (including $100 million in Series D) to enhance its automated machine learning platform, which incorporates deep learning methodologies. Through these investments, Intel Capital provides not only funding but also strategic support and access to Intel's extensive resources, helping startups scale and innovate within the tech ecosystem.


5. 500 Global

  • Website: 500.co
  • Type: Venture Capital
  • Headquarters: San Francisco, California, United States (USA)
  • Founded year: 2010
  • Headcount: 201-500
  • Number of deals in 2024: 98
  • LinkedIn: 500-startups

500 Global is a venture capital firm and startup accelerator based in San Francisco, California, founded in 2010. The firm specializes in investing in early-stage technology companies, providing not only funding but also mentorship and resources to help founders scale their businesses. In recent years, 500 Global has made significant investments in the deep learning space, including a $14 million seed round for Turing, a company focused on AI talent, and participation in funding for GOAT.AI, which is involved in AI solutions. Their investment strategy reflects a strong interest in innovative startups, particularly those leveraging AI and deep learning technologies, as evidenced by their involvement with Sakana AI, a startup focused on generative AI models. This diverse portfolio showcases their commitment to supporting the growth of companies at the forefront of technology, including those in the deep learning sector.


6. Insight Partners

  • Website: insightpartners.com
  • Type: Venture Capital
  • Headquarters: New York, New York, United States (USA)
  • Founded year: 1995
  • Headcount: 201-500
  • Number of deals in 2024: 64
  • LinkedIn: insight--partners

Insight Partners is a venture capital firm based in New York, founded in 1995, with over $75 billion in assets under management. The firm specializes in providing investment and advisory services to high-growth technology and software companies. Notably, Insight Partners has invested in Dataiku, a French unicorn that raised $200 million in a Series F round in December 2022 and $400 million in a Series E round in August 2021, both of which highlight its commitment to companies leveraging big data and analytics, key components of deep learning. Additionally, Insight Partners has invested in Alteryx, a company offering analytics tools, participating in multiple funding rounds, including an $85 million Series C round in 2015 and a recent private equity round in December 2023. These transactions underscore Insight Partners' focus on technology that intersects with deep learning and data analytics.


7. SV Angel

  • Website: svangel.com
  • Type: Venture Capital
  • Headquarters: San Francisco, California, United States (USA)
  • Founded year: 2009
  • Headcount: 1-10
  • Number of deals in 2024: 44
  • LinkedIn: sv-angel

SV Angel is a venture capital firm based in San Francisco, California, founded in 2009. The firm specializes in investing in early-stage and growth-stage technology companies, providing not only financial backing but also strategic advice and access to a vast network of industry experts. SV Angel has been involved in several notable transactions in the deep learning space, including significant investments in OpenAI, which is known for its development of ChatGPT, and Anthropic, a leading AI startup. Additionally, SV Angel has invested in Hugging Face, a company recognized for its contributions to natural language processing and deep learning frameworks. These investments highlight SV Angel's commitment to fostering innovation in the deep learning sector and supporting startups that are shaping the future of AI technology.


8. Accel

  • Website: accel.com
  • Type: Venture Capital
  • Headquarters: Palo Alto, California, United States (USA)
  • Founded year: 1983
  • Headcount: 51-200
  • Number of deals in 2024: 101
  • LinkedIn: accel-vc

Accel is a venture capital firm founded in 1983, based in Palo Alto, California, with additional offices in San Francisco, London, India, and China. The firm specializes in investing in startups and early-stage companies primarily within the technology sector. Accel has been actively involved in the deep learning industry, notably through its investments in Scale AI, a leading company in the AI space, where they participated in multiple funding rounds, including a Series F round that raised $1 billion at a $13.8 billion valuation. They also invested in Snorkel AI, which focuses on machine learning and data programming. These transactions highlight Accel's commitment to supporting innovative companies in the deep learning field, making them a significant player in this investment category.


9. Salesforce Ventures


Salesforce Ventures is a venture capital firm based in San Francisco, California, founded in 2009. The firm specializes in investing in innovative enterprise software companies, providing not only funding but also strategic guidance and access to a network of industry leaders to help startups grow from seed to IPO. Salesforce Ventures has a broad focus that includes various sectors such as AI, digital health, and climate technology. Notably, they have made significant investments in the deep learning space, including a $300 million investment in DataRobot in June 2021 and a $50 million investment in the same company in December 2020. They also participated in a $3.5 billion funding round for Anthropic in March 2025 and contributed to a $450 million Series C funding round for the same company in May 2023. Furthermore, they invested in Hugging Face in August 2024, a prominent player in the deep learning and natural language processing field. These transactions highlight Salesforce Ventures' active role in supporting companies that are at the forefront of deep learning technology.


10. Liquid 2 Ventures

  • Website: liquid2.vc
  • Type: Venture Capital
  • Headquarters: San Francisco, California, United States (USA)
  • Founded year: 2015
  • Headcount: 1-10
  • Number of deals in 2024: 91
  • LinkedIn: liquid-2-ventures

Liquid 2 Ventures is a venture capital firm based in San Francisco, California, founded in 2015. The firm specializes in investing in technology startups at the pre-seed and seed stages, as well as growth-stage companies. They provide capital, mentorship, and access to a vast network of industry insiders to help founders navigate their entrepreneurial journeys. Notably, Liquid 2 Ventures has invested in several companies relevant to deep learning, including Tecton, which raised $5 million in a seed round in December 2018, and Edge Impulse, which raised $5.4 million in a seed round in July 2020. Additionally, they invested in CrowdAI, which focuses on AI and machine learning applications, further demonstrating their engagement in the deep learning sector. Their focus on supporting exceptional founders to build lasting companies aligns with their investments in innovative deep learning startups.


11. Tiger Global

  • Website: tigerglobal.com
  • Type: Venture Capital
  • Headquarters: New York, New York, United States (USA)
  • Founded year: 2001
  • Headcount: 51-200
  • Number of deals in 2024: 25
  • LinkedIn: tiger-global-management

Tiger Global Management, LLC is an investment firm based in New York, specializing in both public and private equity investments. Founded in 2001, the firm manages approximately $50 billion and focuses on innovative companies leveraging technology. In recent years, Tiger Global has made significant investments in the deep learning sector, including a $6.6 billion investment in OpenAI in October 2024, which is renowned for its advancements in artificial intelligence and deep learning technologies. Additionally, they have invested in DataRobot, raising $300 million in June 2021 and $270 million in November 2020, both of which are pivotal players in the AI and machine learning landscape. These transactions highlight Tiger Global's active role in the deep learning industry, making it a noteworthy investor in this space.


12. General Catalyst


General Catalyst is a venture capital firm founded in 2000, based in San Francisco, California. The firm specializes in early-stage and growth investments, providing capital and strategic guidance to startups across various industries, including technology and healthcare. Notably, General Catalyst has been involved in significant transactions within the deep learning space, such as leading a $3.5 billion Series E investment in Anthropic, a company focused on AI research and development. Additionally, they have invested in Anaconda, which has raised a total of $34 million across multiple Series A rounds, providing essential tools for data science and machine learning. Their recent investment in Together AI, which raised $305 million in Series B funding, further highlights their active role in supporting companies that are integral to the deep learning ecosystem.


13. New Enterprise Associates (NEA)

  • Website: nea.com
  • Type: Venture Capital
  • Headquarters: Menlo Park, California, United States (USA)
  • Founded year: 1977
  • Headcount: 51-200
  • Number of deals in 2024: 57
  • LinkedIn: new-enterprise-associates

New Enterprise Associates (NEA) is a venture capital firm founded in 1977, based in Menlo Park, California. NEA specializes in investment management and advisory services for startups, particularly in the technology and healthcare sectors. The firm partners with entrepreneurs to provide funding and strategic guidance, helping them navigate the challenges of building successful businesses. NEA has been actively involved in the deep learning space, notably through its investments in DataRobot, a leading machine-learning software company. NEA participated in several funding rounds for DataRobot, including a Series F round of $270 million in November 2020, a Series E round of $200 million in September 2019, and earlier rounds totaling over $100 million. This consistent investment in a key player in the deep learning industry highlights NEA's commitment to supporting innovation in this field.


14. Nvidia

  • Website: nvidia.com
  • Type: Corporate
  • Headquarters: Santa Clara, California, United States (USA)
  • Founded year: 1993
  • Headcount: 10001+
  • Number of deals in 2024: 71
  • LinkedIn: nvidia

Nvidia Corporation, founded in 1993 and based in Santa Clara, California, is a leading technology company known for its design and supply of graphics processing units (GPUs) and artificial intelligence solutions. With a workforce of over 10,000 employees, Nvidia serves a diverse range of industries, including gaming, automotive, and scientific research, by providing high-performance computing and graphics solutions. The company has been actively investing in the deep learning sector, participating in significant funding rounds for key players in the industry. Notable transactions include a $6.6 billion investment in OpenAI, a $100 million investment in H2O.ai, and participation in funding rounds for Scale AI and Hugging Face, which raised $1 billion and $235 million, respectively. These investments reflect Nvidia's strategic focus on enhancing AI capabilities and fostering innovation in deep learning technologies.



Deep Learning Insights: Key Investors in the US


InvestorHeadquarterSizeFoundedDeals 2024
Y CombinatorSan Francisco, California, United States (USA)51-2002005802
Plug and Play Tech CenterSunnyvale, California, United States (USA)501-10002006253
Deep Tech Fund (an Alumni Ventures Fund)Manchester, New Hampshire, United States (USA)51-2002023258
Intel CapitalSanta Clara, California, United States (USA)11-50199123
500 GlobalSan Francisco, California, United States (USA)201-500201098
Insight PartnersNew York, New York, United States (USA)201-500199564
SV AngelSan Francisco, California, United States (USA)1-10200944
AccelPalo Alto, California, United States (USA)51-2001983101
Salesforce VenturesSan Francisco, California, United States (USA)11-50200958
Liquid 2 VenturesSan Francisco, California, United States (USA)1-10201591
Tiger GlobalNew York, New York, United States (USA)51-200200125
General CatalystSan Francisco, California, United States (USA)51-2002000144
New Enterprise Associates (NEA)Menlo Park, California, United States (USA)51-200197757
NvidiaSanta Clara, California, United States (USA)10001+199371


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