Deep Tech

Topic

A category of companies founded on significant scientific or engineering innovation. These ventures, like Groq or SpaceX, typically have long, capital-intensive development cycles but can result in highly defensible, market-defining businesses.


First Mentioned

1/3/2026, 4:45:19 AM

Last Updated

1/3/2026, 4:46:02 AM

Research Retrieved

1/3/2026, 4:46:02 AM

Summary

Deep technology, or deep tech, refers to organizations and startups that focus on solving significant scientific or engineering challenges through innovative solutions. These ventures are characterized by lengthy research and development cycles, substantial capital requirements, and high technical risk, though they often face lower market risk due to the clear societal value of their solutions. Deep tech creates hard-to-reproduce intellectual property and builds competitive moats over multi-year journeys. Examples include Groq, which developed Language Processing Units (LPUs) for AI inference, as well as Tesla and OpenAI. The sector encompasses diverse fields such as quantum computing, biotechnology, and robotics, and has historically been rooted in elite R&D divisions like Bell Labs and Lockheed Martin's Skunk Works.

Referenced in 1 Document
Research Data
Extracted Attributes
  • Key Output

    Valuable, hard-to-reproduce intellectual property

  • Primary Risk

    Technical risk (challenges in scientific or engineering breakthroughs)

  • SBIR Funding

    $2.5 Billion annually (U.S. government program)

  • Secondary Risk

    Market risk (often lower due to high societal demand)

  • Core Requirement

    Substantial scientific or engineering challenges

  • Investment Profile

    Large capital investment and lengthy R&D

Timeline
  • The term 'deep tech' begins gaining prominence in the venture capital ecosystem, particularly through firms like DCVC and Lux Capital. (Source: Web Search (MicroVentures))

    2015-01-01

  • Groq's LPU breakthrough is highlighted in the All-In Podcast as a significant deep tech development in the AI inference market. (Source: Document 8c2a6394-2e1a-4643-b0e1-4672f1df9a79)

    2024-02-23

  • Deep tech is projected to increasingly infiltrate mainstream industries such as healthcare and logistics due to advances in computational power and synthetic biology. (Source: Web Search (MicroVentures))

    2025-01-01

Deep tech

Deep technology (deep tech) is a classification of organization, or more typically startup company, with the expressed objective of providing technology solutions based on substantial scientific or engineering challenges. They present challenges requiring lengthy research and development, and large capital investment before successful commercialization. Their primary risk is technical risk, while market risk is often significantly lower due to the clear potential value of the solution to society. The underlying scientific or engineering problems being solved by deep tech (and hard tech companies) generate valuable intellectual property and are hard to reproduce.

Web Search Results
  • Deep tech

    Deep technology (deep tech) is a classification of organization, or more typically startup company, with the expressed objective of providing technology solutions based on substantial scientific or engineering challenges. They present challenges requiring lengthy research and development, and large capital investment before successful commercialization. Their primary risk is technical risk, while market risk is often significantly lower due to the clear potential value of the solution to [...] The term "deep tech" has been present for decades, representing R&D divisions at major defense and telecommunications corporations such as Raytheon Technologies, Lockheed Martin's Skunk Works, and Bell Labs, to the more modern definition which increasingly includes companies found in the venture capital ecosystem or awardees of the Small Business Innovation Research (SBIR) program, a U.S. government program, coordinated by the Small Business Administration, that provides $2.5 Billion annually [...] Deep tech innovations are often radical and may create new markets or disrupt existing ones. Deep tech companies often address big societal and environmental challenges and have potential to impact everyday life. Silicon chips are an example of innovation that enabled calculation at previously unimaginable speed and scale.

  • Deep Tech: The New Wave

    DeepTech startups are companies based on a scientific discovery or meaningful engineering innovation. Deep Tech startups involve significant technological risk and R&D. However, Deep Tech innovation is critical to effectively address humanities grand challenges. DeepTech companies have the potential to catalyze change, establish new industries, and disrupt existing ones. Cutting-edge technologies like AI, solar power, electric vehicles, biotech, advanced manufacturing, and space-based broadband

  • Deep Technology: Definition, Use Cases & Perspectives

    Deep tech, or deep technology, is a term used to describe technologically based companies or enterprises that develop innovative solutions and approaches to addressing major societal challenges such as climate change, food production, chronic diseases, waste recycling, and more. [...] Deep tech, or deep technology, is related to organizations and startups whose business models are based on various tech innovations in engineering or significant scientific advances. Basically, it covers the following fields: AI and Machine Learning Big Data Blockchain Robotics Biotech Quantum Computing Language Processing Vision and Speech Algorithms [...] Deep tech is targeted at building innovative solutions that can be applied across a wide range of scopes and address larger societal issues and opportunities, such as climate change, food shortages, and alternative energy. The deep tech companies are investing in a future solution and not in the specific end-product for a user. For instance, deep tech organizations like Google, Tesla, and Apple are in charge of building the Internet, developing various devices, hardware and software, algorithms

  • Innovations and Impacts on the Future of Industry

    Deep tech ventures are gaining popularity among investors in search of revolutionary ideas. These companies stand out due to their emphasis on research and development as well as innovative technologies that other solutions can’t achieve. Although requiring larger financial resources and longer feedback cycles, the associated advantages—such a strong competitive edge by means of patents, technology or personnel—attract potential customers for these deep tech enterprises. [...] Deep tech is an idea that promises to bring amazing changes and improvements into our lives in the future. The focus of deep tech companies centers around creating specialized technologies which require greater scientific or technical advances, rather than just making end user products or services. [...] ## The Role of Deep Tech in Addressing Global Challenges Deep tech is a key part of finding solutions to worldwide issues, ranging from climate change and food production. Through developments in clean tech innovations as well as agri-tech improvements, it has become an essential component for shaping our world (not just the industries within it) but also influencing what kind of future lies ahead.

  • Beyond Sci-Fi: The Rise of Deep Tech

    Deep tech merges cutting-edge science, engineering, and artificial intelligence—and is helping to reshape industries at an unprecedented pace. Unlike conventional software startups, deep tech companies tackle fundamental challenges in AI, biotechnology, quantum computing, and robotics, often requiring years of research and development (R&D) before commercialization. As we move through 2025, the rise of deep tech is fueled by advances in computational power, breakthroughs in synthetic biology, [...] ### The History of Deep Tech [...] The term “deep tech” gained prominence in the mid-2010s, as venture capital firms like DCVC, Lux Capital, and Founders Fund began backing companies working on AI, quantum physics, and genetic engineering. Originally coined to categorize “startups in the life sciences, energy, clean technology, computer sciences, materials, and chemical sectors”(#_ftn2), today, deep tech is no longer confined to labs—it’s entering mainstream industries, from healthcare to logistics, and infiltrating every aspect

Location Data

High Point Tech & Tobacco, 3800, Tinsley Drive, Deep River, High Point, Guilford County, North Carolina, 27265, United States

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Coordinates: 36.0266262, -79.9695978

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