Industry: Deep tech

Deep tech venture capital

Deep tech raises in stages: grants for the lab, spinout and seed funds for a prototype, then bigger VCs and lenders. We build the case each of those funders checks.

  • Grants, spinout funds and deep tech VCs for materials, photonics and synthetic biology tools
  • Decks and models that tie each round to a technical milestone
  • Waveup prepares investor materials for deep tech companies: $3B+ raised for 600+ startups since 2014

In short

What is deep tech venture capital?

Deep tech venture capital is equity for startups built on new science or engineering. Think advanced materials, photonics and tools for engineering biology. It usually follows grants and lab money, and each round pays for the next technical proof. Dealroom counted $20.5B raised by European deep tech startups in 2025.

Who it's for
Materials, photonics, engineering biology and other science-based companies, pre-seed to Series D+
What we build
Investor deck, financial model, valuation, investor list, data room
Track record
$3B+ raised for 600+ startups since 2014

Market data checked on 8 November 2026. Sources are under each section.

How is deep tech funded differently from software?

It takes longer and costs more before the first sale, so no single type of investor covers the whole road. Founders stack grants, spinout funds, venture capital and, for a first plant, debt.

The opportunity

Deep tech is now an established asset class, and public money backs it at every stage.

  • Deep tech's share of all venture capital doubled to about 20% in a decade, BCG found in 2023
  • US agencies can now give breakthrough awards of up to $30M, matched dollar for dollar
  • UK universities' average stake in their spinouts fell from about 25% to about 18% in the decade to 2023

The problem

Money is pooling in the largest rounds. In the four quarters to September 2026, 73% of European deep tech VC went to rounds of $100M or more.

Market size

How much money flows into deep tech, and what drives it?

European deep tech startups raised $37.6B in the first nine months of 2026, Dealroom counts. That beats every full year in its data. Four forces push money in:

  • AI labs: Dealroom counts AI model makers as deep tech, and Mistral AI raised $3.3B in September 2026
  • Public co-investors: each euro the EIC Fund invests has drawn €3.5 from other investors
  • University labs: investment in UK spinouts reached £5.3B in 2021, five times the 2014 level
  • Exits: Dealroom has tracked 964 exits of European deep tech startups since 2019
VC for European deep tech startups: $8.7B in 2019, $20.5B in 2025 and $37.6B from January to September 2026.

Deep tech in 2026, in six numbers

131

European deep tech companies have reached a $1B valuation or exit, Dealroom counts

$1.2T

combined value of Europe's VC-backed deep tech companies founded since 1990

7.3%

of the world's deep tech VC in 2026 so far went to European startups, down from 21.8% in 2016

€15.5B

raised by companies backed by the European Innovation Council, its 2026 impact report says

$81B+

invested by US SBIR and STTR awards since 1982, in more than 34,000 small businesses

26%

average yearly return (IRR) of deep tech funds over five years, against 21% for other VC funds (BCG, 2023)

Venture capital

Where does deep tech venture money go in 2026?

Most of it lands in a few very large rounds, many of them for AI labs. Public investors are among the busiest backers: Bpifrance and the EIC Fund joined the most European deep tech rounds.

European deep tech VC by round size, four quarters to Q3 2026: 8% under $15M, 19% at $15M–$100M, 73% at $100M+.
$16.1B

raised by European deep tech startups in Q3 2026, a single quarter

274

European deep tech rounds joined by HTGF of Germany, the third most active investor after Bpifrance and the EIC Fund

€202M

set aside for equity in 38 EIC Accelerator companies in June 2026, beside €90M in grants

Who invests in deep tech startups?

Hard-science and multi-stage VCs, university spinout investors, an EU grant programme and a US fellowship that takes no equity. For more names, see our list of deep tech and hard science venture capital firms. Chips and quantum have their own pages: semiconductors and quantum computing.

Investor
Type and base
Deep tech companies backed
Stage or cheque
Cottonwood Technology Fund
Hard-science VC; Santa Fe and Denver (US), Amsterdam and Enschede (Netherlands)
Keiron Technologies, plasmotion, SmartNanotubes Technologies
1M–3M on average early; 5M–25M in B and C rounds
HTGF (High-Tech Gründerfonds)
Pre-seed to growth VC, Bonn (Germany)
Materials Nexus, Traceless Materials, Instagrid
First cheque of €800,000+; up to €30M in growth rounds
Oxford Science Enterprises
Investor and venture builder for University of Oxford spinouts, Oxford
Living Optics, Alloyed, Wild Bioscience
Pre-seed to growth
Parkwalk
University spinout investor, London; part of IP Group
Aqdot, Azul Optics, 8Power
Seed to scale
EIC Accelerator
European Innovation Council grants, often with equity, EU
Amatera Biosciences, COGNIBOTICS (June 2026 round)
Grant up to €2.5M, plus €1M to €10M of equity
Activate
Two-year fellowship for scientist-founders, US (Berkeley, Boston, Houston, New York)
Euler Materials, NeoOptics, Primary Bioscience (2026 fellows)
$300K+ over two years, zero equity

Investor database

Deep tech and hardware investors in our database

The funds with the most hardware investments. Pick a stage, or open a fund for its cheque sizes.

Top 5 by hardware investments

  • Investments by industry

    • Fintech & Financial services13%
    • Hardware. Robotics & IoT13%
    • Data & Analytics10%
    Rounds
    Pre-seedSeedSeries A
    Average cheque
    $0–$100K$100K–$500K$500K–$1M$1M–$3M
    Based in
    Singapore, Singapore
    Invests in
    Southeast Asia, Oceania, USA

    560 investments in total, 14 tagged Hardware. Robotics & IoT.Open the full fund profile

  • Investments by industry

    • Software & Apps24%
    • Healthtech & Wellness14%
    • AI & Deep Tech10%
    • Hardware. Robotics & IoT9%
    Rounds
    SeedSeries ASeries BSeries C+
    Average cheque
    $1M–$3M$3M–$10M$10M–$50M
    Based in
    New York, United States
    Invests in
    USA

    516 investments in total, 9 tagged Hardware. Robotics & IoT.Open the full fund profile

  • Investments by industry

    • Software & Apps24%
    • Healthtech & Wellness12%
    • Hardware. Robotics & IoT8%
    Rounds
    SeedSeries ASeries BSeries C+
    Average cheque
    $100K–$500K$500K–$1M$1M–$3M
    Based in
    Evanston, USA
    Invests in
    USA

    150 investments in total, 9 tagged Hardware. Robotics & IoT.Open the full fund profile

  • Investments by industry

    • Software & Apps18%
    • Hardware. Robotics & IoT16%
    • AI & Deep Tech11%
    Rounds
    Pre-seedSeedSeries A
    Average cheque
    Not listed
    Based in
    Menlo Park, United States
    Invests in
    USA

    27 investments in total, 7 tagged Hardware. Robotics & IoT.Open the full fund profile

  • Investments by industry

    • Healthtech & Wellness25%
    • AI & Deep Tech12%
    • Biotech10%
    • Hardware. Robotics & IoT8%
    Rounds
    Pre-seedSeedSeries A
    Average cheque
    Not listed
    Based in
    Austria
    Invests in
    Israel, Europe, USA

    55 investments in total, 4 tagged Hardware. Robotics & IoT.Open the full fund profile

From our investor database.

Where do deep tech raises get stuck?

Our Fundraising 2025 study asked 56 VCs why they pass: revenue growth, unit economics, burn and missed milestones led the list. Deep tech often has no revenue yet, so milestones and burn carry the pitch.

More time between rounds

Deep tech companies take 25% to 40% longer between funding rounds than other tech companies, BCG found. Each round has to buy more time.

What investors ask

  • What will be proven when this money runs out?

What your deck shows

  • A milestone map: proven today, proven by this round, proven next
  • Runway that survives a six-month delay in the lab

Hardware before revenue

More than 80% of deep tech ventures build physical products, BCG says. Pilot lines and first plants cost far more than code.

What investors ask

  • Who funds the pilot line and the first plant?

What your deck shows

  • Plant capex and revenue per plant near the front
  • A capital plan that names grant, equity and debt for each step

Public money can pause

The US SBIR and STTR programmes lapsed for six months, until a law signed on 13 April 2026 renewed them to 2031. It also adds security checks, and caps on proposals from fiscal 2027.

What investors ask

  • What happens to the plan if a grant arrives late, or not at all?

What your deck shows

  • A cash plan that still works if a grant slips six months
  • Grant milestones that match what your next VC will pay for

University stakes and licences

Just over 1 in 4 UK spinout founders said their university first asked for half the company or more. Top UK universities now do most deals at 5–15%, a 2023 review found.

What investors ask

  • How much does the university own, and what does the licence cost you?

What your deck shows

  • The cap table after the licence, with the university's stake
  • Licence terms: field of use, royalties and rights to improvements

How we help you raise

Flat fees agreed before we start. No success fee on advisory work.

Who we are

Waveup is a London-based fundraising and growth advisory, working in 60+ countries and 90+ industries. Since 2014 we have built the decks, models, CIMs and valuations behind $3B+ raised for 600+ startups.

About us
Track record
$3B+
raised for 600+ startups
Decks
1,000+
decks since 2014
M&A
50+
M&A transactions supported, including 20+ exits
Deep tech
54+
deep-tech projects across 10+ verticals

Deep tech venture capital FAQ

What is deep tech?
Deep tech means companies built on new science or engineering, not only new software. MIT researchers say deep tech ventures sit at the scientific frontier, with long and uncertain R&D. Most build physical products and keep close ties to universities. Think new materials, photonics, synthetic biology or new kinds of computers. Dealroom also counts AI model makers. An app built on someone else's AI model usually isn't deep tech.
How do deep tech startups get funding?
Which grants can deep tech startups apply for?
How do university spinouts raise money?
What do deep tech investors look for?
How much does help with a deep tech raise cost?

Raising for a deep tech company?

Tell us what's proven, what comes next and what it costs. We'll map who could fund that next proof.

Have a project in mind?

Leave your information below and one of our experts will be in touch to schedule a call.

Your name:
*Your email:
*You need help with:
Your project is:
Your current stage:
Your maximum budget:
How did you find us?