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Kvantify and the EIC Accelerator: Quantum Software for Drugs

September 30, 2026914 words5 min

Kvantify, established in Copenhagen in January 2022, writes software that combines quantum computers with conventional supercomputers to simulate molecules for drug discovery. It was selected in the EIC Accelerator's January 2023 cut-off and received an EU grant of €2.50 million for KvasirAccelerator, a €4.50 million project that ran from August 2023 to July 2025, according to CORDIS. The goal was "the first utility-oriented, agnostic software platform for quantum-centric drug discovery".

The project is closed. Its final report states that Kvantify launched Koffee Unbinding Kinetics in March 2024 and Koffee Binding Affinity in October 2024, and planned to launch its quantum development kit in the fourth quarter of 2025, according to the CORDIS reporting page. That product arrived as Qrunch in November 2025. Kvantify's 2025 accounts show a net loss of DKK 36.1 million, a gross loss of DKK 20.0 million and negative equity of DKK 5.1 million, according to filings with the Danish Business Authority.

€2.50MEU grant
3Products launched, 2024 to 2025
€7MRound with EIC Fund, March 2026
DKK 36.1MNet loss, 2025

Company file

Legal entity
Kvantify ApS, CVR 42958093, Copenhagen
Executive board
Nikolaj Thomas Zinner, Allan Grønlund
Executive chair
Dr. Jörg Weiser
Products
Koffee Unbinding Kinetics, Koffee Binding Affinity, Qrunch
Investors named
EIC Fund, Delphinus Venture Capital
Subsidiary
Kvantify Ltd, London
EIC funding
Grant first; EIC Fund equity later

Where Kvantify Stands Now

In March 2026 Kvantify announced the second close of a €7 million funding round backed by the EIC Fund and Delphinus Venture Capital, according to its announcement. Its 2025 accounts record that the company took back 1,062,500 of its own shares for nothing under an agreement with "the former managing director and co-founder leaving the executive management", and that it agreed convertible debt financing at the start of 2026. Average staff fell from 49 to 37 in 2025.

"While conventional quantum software typically accesses only 10–30% of available qubits, Qrunch's chemistry-specific strategies enable efficient execution across entire processor architectures."

Nikolaj Zinner, chief scientific officer, Kvantify, November 2025

The Technology: Chemistry Without Qubit Expertise

Qrunch hides the details of quantum hardware behind an interface built for chemists, so they can build quantum algorithms "without quantum expertise", the company said at its launch at the SC25 conference, according to PR Newswire; the final report describes "a generic interface for all quantum backends". The two Koffee products estimate how strongly drug candidates bind to their targets and how quickly they come off again. The final report names FAST-VQE, an algorithm the company developed for today's noisy quantum devices.

What the EIC Award Promised, and What the Record Shows

The award promised a hardware-agnostic platform combining quantum and high-performance computing for drug discovery. The record shows all three products launched, the last one four months after the project ended. The accounts do not report revenue; they show a gross loss, meaning external costs exceeded sales in both 2024 and 2025. Management describes the company's primary future income as product sales "supplemented with grants".

  1. Drug discovery softwareDeliveredTwo Koffee products, 2024.
  2. Quantum platformDeliveredQrunch, November 2025.
  3. Follow-on investmentDelivered€7M round, 2026.
  4. Commercial tractionNot yetGross loss in 2025.

The Money

Kvantify has lost DKK 92.5 million from 2022 to 2025. Its share premium reached DKK 72.7 million by the end of 2024. In 2025 it took on DKK 39.2 million of convertible and profit-sharing debt, which kept its cash at DKK 24.1 million even as equity turned negative. How much of the €7 million round came from the EIC Fund has not been disclosed.

What Cannot Be Checked

Questions for the EIC

How much the EIC Fund invested, how many paying customers Kvantify has, what its revenue is, and why a co-founder left the executive board are not public.

Why Europe Should Care

Quantum computing is a field where Europe wants its own champions, and the EIC Fund's chair said Kvantify's work "represents a transformative opportunity for Europe to lead". The EIC has backed the company twice, through the grant and through equity. Whether customers will pay for quantum chemistry before the hardware matures is still open.

What the award promised

The first user-friendly software platform coupling quantum and classical computing for drug discovery.

What the record shows

Three launched products, a new funding round, a gross loss and a smaller team.

The Verdict

Delivered ahead of its market

Kvantify built what the EIC paid for and attracted more EU money on the back of it. Paying demand has not yet followed.

Kvantify and the EIC have not been asked for comment for this article. It is based entirely on public records and published statements, linked throughout.

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Eureka Network

Eureka Network offers multiple international collaborative R&D programs including Network Projects, Clusters, Eurostars, Globalstars, and Innowwide, with funding ranging from €50K to €6.75M per project depending on the specific program. The network focuses on market-driven innovation and deep-tech development across diverse technology sectors including ICT/Digital, Industrial/Manufacturing, Bio/Medical Technologies, Energy/Environment, Quantum, AI, and Circular Economy. Applicants include SMEs, large enterprises, research organizations, universities, and startups, with Eurostars specifically targeting R&D-performing SMEs.

EIC Transition

EIC Transition provides up to €2.5 million in funding to bridge the 'valley of death' between laboratory research and market deployment, focusing on technology maturation and validation. The program supports single legal entities or small consortia of 2-5 partners including SMEs, start-ups, spin-offs, and research organizations. Technology areas include Health/Medical Technologies, Green/Environmental Innovation, Digital/Microelectronics, Quantum Technologies, and AI/Robotics.

EIC STEP Scale-Up

EIC STEP Scale-Up offers substantial equity investments of €10-30 million for established deep-tech companies ready for hyper-growth and large-scale expansion. The program targets SMEs or small mid-caps with up to 499 employees who have secured pre-commitment from qualified investors. Focus areas include Digital & Deep Tech (Semiconductors, AI, Quantum), Clean Technologies for Net-Zero goals, and Biotechnologies.

EIC Pre-Accelerator

EIC Pre-Accelerator is a pilot program providing €300,000-€500,000 in funding for early-stage deep-tech development and preparation for the EIC Accelerator program. The initiative is exclusively available to single SMEs or small mid-caps from 'Widening countries' to support regional innovation development. The program covers deep-tech innovations across physical, biological, and digital domains.

EIC Advanced Innovation Challenges

EIC Advanced Innovation Challenges is a new pilot program offering €300,000 (Stage 1) and up to €2.5 million (Stage 2) for breakthrough deep-tech solutions through ARPA-style staged funding with demand-side integration. The program targets single entities or small consortia (2-3 partners) including SMEs, start-ups, and research organizations. Focus areas include Physical AI for autonomous robotics and New Approach Methodologies (NAMs) for animal-free biomedical testing, requiring TRL 4 entry with end-user commitment.

EIC Pathfinder

EIC Pathfinder offers up to €3 million for Open calls and up to €4 million for Challenge-based calls to support early-stage research and development with proof-of-principle validation. The program requires research consortia with a minimum of 3 partners from 3 different countries, including universities, research organizations, and SMEs. Technology focus areas include Health/Medical, Quantum Technologies, AI, Environmental/Energy, and Advanced Materials.

EIC Accelerator

EIC Accelerator provides flexible funding options including blended finance (€2.5M grant + €0.5M-€10M equity), grant-only (up to €2.5M), or equity-only arrangements for scale-up and market deployment of breakthrough innovations. The program targets SMEs, start-ups, and small mid-caps with up to 499 employees, with MedTech/Healthcare representing 35% of funded projects. Other technology areas include Biopharma, Energy, AI, Quantum, Aerospace, Advanced Materials, and Semiconductors.

Innovation Partnership

Innovation Partnership facilitates collaborative innovation between public and private sectors with typical funding of €1-5 million per project. The program supports cross-sectoral strategic technologies through public-private partnerships and consortia. Projects focus on addressing societal challenges through collaborative innovation approaches.

Innovation Fund

The EU Innovation Fund provides substantial funding of €7.5 million to €300 million for large-scale demonstration of innovative low-carbon technologies. The program targets clean energy, carbon capture, renewable energy, and energy storage technologies to accelerate the transition to a low-carbon economy. Applicants include large companies, consortia, and public entities capable of implementing large-scale demonstration projects.

Innovate UK

Innovate UK offers various programs with funding ranging from £25K to £10M depending on the specific initiative, supporting business-led innovation, collaborative R&D, and knowledge transfer. The organization funds projects across all sectors with particular focus on emerging technologies and supports UK-based businesses, research organizations, and universities. Programs are designed to drive economic growth through innovation and technology commercialization.

Industrial Partnership

Industrial Partnership provides €2-10 million in funding for industrial research and innovation partnerships focusing on manufacturing, industrial technologies, and digital transformation. The program supports industrial consortia and research organizations in developing collaborative solutions for industrial challenges. Projects aim to strengthen European industrial competitiveness through strategic partnerships.

Eurostars

Eurostars is a joint EU-Eureka program offering €50K-€500K for international R&D collaboration specifically led by SMEs. The program takes a bottom-up approach, accepting projects from all technology fields without predefined thematic restrictions. R&D-performing SMEs must lead the consortium and demonstrate significant R&D activities.

LIFE Programme

The LIFE Programme provides €1-10 million in funding for environmental protection, climate action, and nature conservation projects across the European Union. The program supports environmental technologies, climate adaptation strategies, and biodiversity conservation initiatives. Applicants include public authorities, private companies, NGOs, and research institutions working on environmental and climate challenges.

Neotec

Neotec is a Spanish program offering €250K-€1M in funding for technology-based business creation and development, supporting the growth of innovative Spanish SMEs and start-ups. The program covers all technology sectors and aims to strengthen Spain's technology ecosystem. Funding is specifically targeted at Spanish technology-based SMEs and start-ups to enhance their competitiveness and market presence.

Thematic Priorities

EU Thematic Priorities encompass various programs aligned with EU strategic priorities including green transition, digital transformation, health, and security initiatives. Funding amounts vary based on the specific program and call requirements, with projects designed to address key European challenges. Applicant eligibility varies by specific program and call, with different requirements for different thematic areas.
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