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Top 50 Life Science VC (Venture Capital) Funds in United Kingdom in May 2025

Last updated: May 2025 A list of 50 VC (Venture Capital) funds that invest in Life science startups based in United kingdom. We rank investors based on the number of investments they made in Life science companies from United kingdom. We update this investor list every month.

Top 50 Life Science VC (Venture Capital) Funds in United Kingdom in May 2025

Investor	Life Science United Kingdom investments
Parkwalk Advisors	17
Oxford Science Enterprises	14
UK Innovation & Science Seed Fund	14
SOSV	13
Development Bank of Wales	8
Sofinnova Partners	8
Archangels	7
24 Haymarket	7
Syncona Partners LLP	7
GM&C Life Sciences Fund	7
Oxford Science Enterprises	7
Future Planet Capital	6
Scottish Enterprise	6
IQ Capital	6
Scottish Investment Bank	6
Selvedge Venture	6
Newable Private Investing	6
Kindred Capital	6
Angels in MedCity	6
Epidarex Capital	5
Deepbridge Capital	5
APEX Ventures	5
APEX Ventures	5
Playfair Capital	4
11.2 Capital	4
IP Group	4
Angels 5K	4
Verve Ventures	4
SR One	4
Dementia Discovery Fund	4
Formic Ventures	4
Mercia Fund Managers	4
O2h Ventures	4
Oxford Capital	4
Octopus Ventures	4
Techstart Ventures	4
AlbionVC	4
Molten Ventures	3
Antler	3
Praetura Ventures	3
Northern Gritstone	3
Maki.vc	3
Amadeus Capital Partners	3
Maven Capital Partners	3
Creator Fund	3
Bioeconomy Capital	3
Google Ventures	3
Fifty Years	3
Hoxton Ventures	3
Acequia Capital (AceCap)	3

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Investor list

Parkwalk is a London-based fund management firm. Parkwalk invests in UK technology companies that have IP backing and freedom to operate, generally spun out of UK universities. Their funds seek to generate capital gains for their investors, enhanced by the attractive tax relief provided by EIS. Parkwalk entered this investment sector in 2009,anticipating a wave of tax-efficient incentives launched by the UK Government to stimulate innovative emerging technology companies and thereby help drive economic growth.Parkwalk utilises academic, technology transfer, venture capital and personal networks developed over many years to gain access to the highest calibre deal-flow. In 2017 Parkwalk joined forces with IP Group plc, a leading intellectual property commercialisation company that is listed on the Main Market of the London Stock Exchange under the ticker symbol IPO. As at March 2019 the combined group has net assets of £1.2bn.

Investment focus

Biotechnology, Health Care, Software
Seed, Series A, Series B
United Kingdom, United States, Philippines

Portfolio highlights

Diffblue — Diffblue Cover uses next generation autonomous AI to automate unit testing so that Java development teams can build better applications faster
illumion — Illumion develops high-throughput optical tools to accelerate battery material development
Brainomix — Since launching as a spin-out from the University of Oxford in 2010, Brainomix has developed award-winning, AI-powered imaging biomarkers, assisting physicians across the world to make better life-saving decisions. Brainomix seminal product, e-Stroke is a collection of tools that use state-of-the-art AI algorithms to support doctors by providingreal-time interpretation of brain scans to help guide treatment and transfer decisions for stroke patients, allowing more patients to get the right treatment, in the right place, at the right time.

Oxford Science Enterprises is the university-partnered venture firm. We work with the University of Oxford to build companies that create fundamental technologies: science-based businesses capable of tackling the planet’s toughest problems. We invest in life science, AI and software, healthcare, and deep tech to create companies taking onchallenges like nuclear fusion, quantum computing and developing treatments and cures for infectious diseases. Founded in 2015, we’ve raised over £600M to create a world-class technology ecosystem, and combine our deep experience with a network of investors, entrepreneurs and sector-experts to find co-investment, build businesses, and hire senior management talent.

Investment focus

Health Care, Biotechnology, Software
Seed, Series A, Series B
United Kingdom, United States, Finland

Portfolio highlights

FluoRok — By employing our patented technology, we can produce fluorochemicals without the production of toxic and highly dangerous hydrofluoric acid
Neu Health — Neu Health enables clinicians, care givers and patients to tackle this growing challenge with cutting-edge digital technologies designed to make the latest care accessible for all, improving outcomes today and accelerating future breakthroughs.
Salience Labs — Salience Labs is building a hybrid photonic-electronic chip for AI. We have designed a massively parallel, ultra-high-throughput Photonic Tensor Processing Unit. Photonics allows data to be modulated at up to 100 GHZ, and allows for high levels of parallelization using multiplexing. We integrate this photonic unit into a SoC architecture designedto exploit its high throughput for AI inference. Salience Labs technology is based on decades of research collaboration between Oxford University and the University of Münster, Germany.

UKI2S, formally the Rainbow Seed Fund, is an investment fund backed by the government, providing seed funding to science & technology start-ups and SMEs

Investment focus

Biotechnology, Health Care, Medical
Seed, Funding Round, Series A
United Kingdom, United States

Portfolio highlights

Ikarovec — Ikarovec is developing novel gene therapies to treat major ophthalmic indications.
Antiverse — Designing biologics for 100 challenging targets
iFast Diagnostics — iFAST is addressing the Antimicrobial Susceptibility Testing market, reducing the spread of antimicrobial resistance.

SOSV is a global, deep tech venture capital firm that operates the HAX and IndieBio startup development programs focused on human and planetary health. SOSV invests $500,000 in startups at their inception as they onboard either HAX or IndieBio for a 4-6 month period designed to accelerate the raise of their next institutional round. SOSV joins thelater rounds of HAX and IndieBio graduates. HAX, based in a 35,000 sq ft facility in Newark, NJ, is equipped with machine tools, 3D printers, chemical, electrical and mechanical engineering labs, as well as on-staff engineering and design experts. SOSV's IndieBio has locations in NYC and San Francisco, both of which offer extensive services and facilities to founders including on-site BSL-2 labs, well equipped lab benches and hoods, and advanced lab equipment, such as chromatography equipment.

Investment focus

Biotechnology, Health Care, Software
Seed, Convertible Note, Pre-Seed
United States, India, United Kingdom

Portfolio highlights

MixRift — MIXRIFT - game developers specialized in Mixed Reality
unspun — From 3D scan to perfect fitting custom jeans. unspun makes each pair of jeans unique to your actual body and design. On a mission to reduce global carbon emissions by 1%. As seen in Fast Company's World Changing Ideas, Time's Best Inventions, and PopSci's Best of What's New. Welcome to the future of apparel.
Mesa Quantum — Unlock the potential of chip-scale quantum sensing for enhanced Position, Navigation, And Timing capabilities. Explore Mesa Quantum's practical solutions.

Development Bank of Wales is an independent company, providing commercial funding to Welsh SMEs. They invests private and public funds, including EU funds.

Investment focus

Software, Health Care, Biotechnology
Seed, Funding Round, Debt Financing
United Kingdom, Australia, United States

Portfolio highlights

Driverly — Driverly is an Insurtech based in Cardiff, Wales, with a mission to bring insurance to the 21st century. We offer AI-powered Insurance Intelligence at different stages of the customer life cycle.
nisien.ai — Industry-leading artificial and human intelligence for effective and ethical online safeguarding with Nisien AI.
Lumin Solutions —

Sofinnova Partners is a leading European venture capital firm in life sciences, specializing in healthcare and sustainability. Based in Paris, London and Milan, the firm brings together a team of professionals from all over the world with strong scientific, medical and business expertise.

Investment focus

Biotechnology, Health Care, Medical
Series A, Series B, Series C
France, United States, United Kingdom

Portfolio highlights

Latent Labs — Latent Labs is making biology programmable to transform health and sustainability for the benefit of all.We are a frontier AI lab building foundational models that capture the fundamentals of biology. We empower partners with breakthrough generative AI to gain unprecedented control over molecular biology, creating new antibodies, optimizingexisting enzymes, and advancing genetic engineering.Contact us to work with us today.
Signadori Bio — Signadori Bio is the next-generation cellular immunotherapy for cancer cure.This has culminated in the creation of a groundbreaking biotech venture in the cell and gene space that is set to advance innovative approaches in oncology.
Forth Therapeutics — Forth Therapeutics is a biotechnology company dedicated to advancing precision treatments for fibrosis.

Established in 1992. Archangels is the oldest continuously operating business angel syndicate in the World. Investing in IP-rich tech & life sciences companies in Scotland, UK.

Investment focus

Software, Biotechnology, Health Care
Funding Round, Seed, Series A
United Kingdom, United States

Portfolio highlights

CSignum — CSignum specializes in wireless communications solutions, digitization of subsea assets, and actionable insights for ocean industries.
Administrate — Administrate is a comprehensive, configurable training management platform that helps organizations streamline enterprise learning and development. Organize, deliver, plan, automate, analyze, and scale your training program effectively -- all through one system. Deliver multi-modality learner experiences, maximize training resources, anddemonstrate business results with insight-rich reporting. Hundreds of organizations serving millions of learners choose Administrate to manage their training program.
iGii — Integrated Graphene enable better products with a revolutionary design for manufacture process producing the world's highest quality pure 3D Graphene Foam, Gii.

24Haymarket is an investment network which included several highly-experienced private equity and venture capital investors, seasoned entrepreneurs, and senior operators. Investing up to £5 million in growth companies in the UK and Europe. They invested their own capital in direct alignment with entrepreneurs and actively support their growthagenda and join the board of the companies in which they invest. Since inception in 2011, 24Haymarket has invested in more than 50 high-growth businesses.

Investment focus

Health Care, Software, Information Technology
Funding Round, Seed, Series A
United Kingdom, United States

Portfolio highlights

CyberOwl — Helping maritime fleet operators gain visibility, cybersecurity and cyber compliance of shipboard systems with IMO 2021.
Optalitix — Optalitix's data driven products and expertise allow you to move your models to the cloud and improve underwriting efficiency.
onHand — The volunteering and climate impact platform for businesses and individuals. Help your local communities and have global impact.

Syncona is a FTSE250 company focused on founding, building and funding healthcare companies to deliver transformational treatments to patients in areas of high unmet need.

Investment focus

Biotechnology, Health Care, Medical
Series A, Series B, Seed
United Kingdom, United States, Switzerland

Portfolio highlights

Purespring Therapeutics — Purespring Therapeutics is an AAV gene therapy company focused on the kidney globally.
Resolution Therapeutics — Resolution Therapeutics is a biopharmaceutical company developing macrophage cell therapy to treat chronic diseases.
Yellowstone Biosciences — Yellowstone seeks to identify a novel class of frequently expressed antigens that can be therapeutically targeted, With the potential to dramatically improve patient outcomes.

The GM&C Life Sciences Fund is a seed and early stage venture capital fund targeting life sciences businesses located in the Greater Manchester and Cheshire & Warrington region. The Fund is managed by Catapult Venture Managers ("Catapult Ventures").The Fund is based at Alderley Park, which is well recognised as a site ofnational importance, being the largest life sciences campus of its kind in the UK with more than 500,000 sq. ft. of top-end laboratory and related space and facilities. Until recently, the Park was the R&D headquarters for AstraZeneca.Since 2002, Catapult Ventures has backed a significant number of companies across a broad range of life sciences, including therapeutics (such as Abzena and Oxford BioTherapeutics), medical devices (such as Monica Healthcare and Probe Scientific), contract research organisations (such as R5 Pharmaceuticals and FDAS), diagnostics developers (such as Lumora and Biofortuna), as well as developers of technology used in healthcare applications (such as Oxford Cryosystems and Accutronics). The Fund is the result of a collaboration between Cheshire and Warrington Enterprise Partnership, Greater Manchester Combined Authority, Cheshire East Council, and Manchester Science Partnerships.

Investment focus

Health Care, Biotechnology, Medical
Seed, Funding Round, Series A
United Kingdom, Italy, Germany

Portfolio highlights

ScubaTx — ScubaTx is a breakthrough organ preservation device organ transplant. The ScubaTx device will leverage world-leading expertise in software design to commercialise a proven but unexploited organ preservation technique, Persufflation. ScubaTx will offer healthcare providers significant net savings, an
Flynotes — Flynotes is a digital software platform helping dentists deliver personalised patient care
QV Bioelectronics — Manchester-based start-up QV Bioelectronics is developing innovative electrotherapy devices for the treatment of certain types of brain tumours.

Investment focus

Health Care, Biotechnology, Software
Series A, Seed, Series B
United Kingdom, United States, The Netherlands

Portfolio highlights

FluoRok — By employing our patented technology, we can produce fluorochemicals without the production of toxic and highly dangerous hydrofluoric acid
Neu Health — Neu Health enables clinicians, care givers and patients to tackle this growing challenge with cutting-edge digital technologies designed to make the latest care accessible for all, improving outcomes today and accelerating future breakthroughs.
Salience Labs — Salience Labs is building a hybrid photonic-electronic chip for AI. We have designed a massively parallel, ultra-high-throughput Photonic Tensor Processing Unit. Photonics allows data to be modulated at up to 100 GHZ, and allows for high levels of parallelization using multiplexing. We integrate this photonic unit into a SoC architecture designedto exploit its high throughput for AI inference. Salience Labs technology is based on decades of research collaboration between Oxford University and the University of Münster, Germany.

Brilliant Ideas. Brilliant People. Brilliant Minds.

Investment focus

Biotechnology, Health Care, Software
Seed, Funding Round, Convertible Note
United Kingdom, United States, Canada

Portfolio highlights

Ikarovec — Ikarovec is developing novel gene therapies to treat major ophthalmic indications.
Antiverse — Designing biologics for 100 challenging targets
Inicio AI — A specialist Income & Expenditure trained virtual agent delivering improved CX and robust results

Scotland's business advice, support and funding agency. Explore our products and services to find the right support for your business and apply online today.

Investment focus

Biotechnology, Software, Health Care
Grant, Funding Round, Seed
United Kingdom, United States, Japan

Portfolio highlights

CSignum — CSignum specializes in wireless communications solutions, digitization of subsea assets, and actionable insights for ocean industries.
Sisaltech — Sisaltech a natural fiber from the Agave plant, is durable, biodegradable, and has low environmental impact in production. Sisaltech makes the use of these in building insulation a very eco-friendly choice.
Scotmas Group — Scotmas are specialists in Chlorine Dioxide (ClO2) generators & dosing systems for drinking water treatment, Legionella control and SWRO.

IQ Capital is a Cambridge & London-based VC firm that invests in ‘deep tech’ companies capable of dominating their respective markets on a global scale. Initial investments at Seed and Series A range from £0.5m to £10m, with capacity for follow-on investment up to £30m through the Growth Fund. The team has achieved over 30 exits including toApple, Huawei, Google and Oracle.

Investment focus

Software, Artificial Intelligence, Machine Learning
Seed, Series A, Funding Round
United Kingdom, United States, The Netherlands

Portfolio highlights

Nyobolt — The latest innovations in battery technology have the potential to reduce charging times from hours to minutes. Join us on our journey.
IONATE — IONATE Ltd. is a technology company developing next-generation Hybrid Intelligent Transformers.
Alpine Eagle — The Sentinel Counter-UAS System is an air-to-air sensor & interceptor network designed to detect, classify, and intercept unmanned aerial systems (UAS)

Speak with our Entrepreneurship and Investment teams, who can help you find sources of finance, engage with funders and secure investment to grow your business.

Investment focus

Software, Biotechnology, Health Care
Funding Round, Seed, Series A
United Kingdom, United States, France

Portfolio highlights

Bio-Images Drug Delivery — BDD Pharma combine drug delivery expertise and clinical capabilities to accelerate product development pipelines, enable life cycle management and new innovative pharmaceutical products. Rapid parallel clinical testing with SWIFT significantly reduces time from product concept to clinical success.
IOTech — Discover IOTech Systems, the open edge data platform for developing, deploying, and managing Industrial Edge applications at scale. Find out more here.
Administrate — Administrate is a comprehensive, configurable training management platform that helps organizations streamline enterprise learning and development. Organize, deliver, plan, automate, analyze, and scale your training program effectively -- all through one system. Deliver multi-modality learner experiences, maximize training resources, anddemonstrate business results with insight-rich reporting. Hundreds of organizations serving millions of learners choose Administrate to manage their training program.

Selvedge Venture operates as a venture capital firm investing for impact in age-related medical conditions.

Investment focus

Health Care, Biotechnology, Life Science
Seed, Pre-Seed, Series A
United Kingdom, Singapore

Portfolio highlights

Mesh Bio — Mesh Bio is a digital health startup that is transforming chronic disease management through predictive analytics. Mesh Bio works with healthcare providers and stakeholders to provide innovative solutions that transform health screening and disease management. They translate clinical data and numbers into actionable insights that help patientsbetter manage their health, lifestyle and disease risks.
Ochre Bio — Ochre Bio is developing therapies for the biggest liver health challenges.
BIOS — BIOS Health is unlocking the potential of the nervous system in treating chronic disease by using AI-powered neural interfaces that can automatically read and write neural signals.

Newable: Helping over 20,000 businesses thrive annually with tailored financial products, advice, and flexible workspace solution

Investment focus

Software, Health Care, Biotechnology
Seed, Funding Round, Series A
United Kingdom, United States

Portfolio highlights

Delta g — Delta g Limited is a quantum technology and gravity gradiometry company. A spin-out from the University of Birmingham our technology has applications in industries as varied as civil engineering, infrastructure, defence, rail, navigation and resource exploration. Experts from science, engineering an
Weldfast — Weldfast is a manufacturer and supplier of welding consumables, abrasives, chemicals, premium gas equipment, and safety products.
EarSwitch — Empowering new ways to control and connect with the world through in-ear biometric switch and sensor technology

A new model for Venture Capital where every founder we back becomes a co-owner of the fund

Investment focus

Software, Biotechnology, Information Technology
Seed, Series A, Series B
United Kingdom, United States, Germany

Portfolio highlights

Cakewalk — Cakewalk enables IT & Security teams to monitor all SaaS apps used by their employees, run compliant access flows, securely on- and offboard people, and be IT audit-ready.
Latent Labs — Latent Labs is making biology programmable to transform health and sustainability for the benefit of all.We are a frontier AI lab building foundational models that capture the fundamentals of biology. We empower partners with breakthrough generative AI to gain unprecedented control over molecular biology, creating new antibodies, optimizingexisting enzymes, and advancing genetic engineering.Contact us to work with us today.
Sohar Health — Streamline patient intake and boost revenue with Sohar's real-time insurance verification and eligibility solutions. Automate workflows, reduce claim denials, and improve conversion rates with accurate, fast, and reliable tools. Book a demo today to transform your patient onboarding process.

Angels in MedCity is a partnership between MedCity, London Business Angels and Angels4LifeSciences. The programme aims to introduce new people to investing and investing in the healthcare/life sciences sector via investor workshops and introduce business angels to investment opportunities from highly-selected and trained companies.With aparticular focus on drug therapies, digital health and medical device technologies, Angels in MedCity brings potential investors together with life sciences experts in a programme aimed at both people who are new to investing and experienced investors who have little or no experience in the life sciences sector. The aim is to build investor understanding in the life sciences sector and support life sciences companies to gain funding to commercialise their ideas.Angels in MedCity has created a community of investors supported through a programme of investor workshops. Using case studies and tips from experienced investors in the field, the workshops explain how to identify and structure a good deal in the life sciences sector, as well as provide expert advice on tax breaks and legal issues.

Investment focus

Health Care, Biotechnology, Medical
Seed, Funding Round, Angel
United Kingdom, United States

Portfolio highlights

Atelerix — Discover Atelerix's hypothermic hydrogels for eco-friendly, reliable cell preservation and ambient temperature shipping. Ensure fresh, viable cell samples today.
Clustermarket — The intuitive lab management system for all academic research facilities and industrial laboratories that need to efficiently manage equipment bookings.
DynamX Medical — DynamX Medical has developed a reliable and inexpensive precancer screening system for rapid tissue biopsy analysis that can be operated point-of-care by nurses.

Epidarex Capital invests in early-stage, high growth life science and health technology companies in under-ventured markets. Its international team is led by Sinclair Dunlop, Kyp Sirinakis and Liz Roper. With offices in the United States and United Kingdom Epidarex Capital’s investors represent a cross-section of leading universities, internationalcorporations, development agencies and financial institutions. Epidarex was created to meet the need for more sector-specific financial backing for young companies, including spin-outs from leading research universities.

Investment focus

Biotechnology, Therapeutics, Health Care
Series A, Seed, Series B
United Kingdom, United States, Germany

Portfolio highlights

Theolytics — Theolytics is a biotechnology company harnessing viruses to combat cancer. A step-change in the oncolytic viral therapy field, our phenotypic screening Platform enables the discovery and development of efficacious, targeted candidates suitable for intravenous delivery and optimised for a chosen patient population. In addition to advancing aninternal Pipeline of programs spanning both solid and liquid tumours, we are establishing select strategic partnerships to expand and accelerate pipeline development.
Curve Therapeutics — Curve has developed an innovative screening platform that is transforming the discovery of first-in-class therapeutics. The platform allows functional screening of diverse, genetically encoded Microcycle™ libraries against a broad range of disease-associated targets that are present in their native conformation inside a mammalian cell. Curve isdeploying this platform to build a pipeline of novel cancer drugs.
Enterprise Therapeutics — Enterprise Therapeutics is a drug discovery company dedicated to the researchand development of novel therapies for the treatment of respiratory diseases.In diseases such as cystic fibrosis, asthma and COPD the lungs become congested with mucus leading to difficulty in breathing. New disease modifying therapies that target the underlyingmechanisms of mucus congestion will reduce the frequency of lung infections and improve patient quality of life.

Deepbridge is a different kind of investment manager. They work closely with financial advisers and investors to design innovative products, ranging from investment in technology growth companies to asset-backed renewable energy projects. They also partner with innovative and committed management teams to help UK based companies realise theirpotential and become successful leading-edge businesses.

Investment focus

Health Care, Biotechnology, Medical
Seed, Funding Round, Series A
United Kingdom, Australia, Singapore

Portfolio highlights

AI-Sight — AI-Sight is a startup that is developing an AI diabetic retinal screening system to deliver WHO-recommended diabetic eye screening services.
Microplate Dx — Safeguarding against the spread of antimicrobial resistance worldwide.
GenoMe Diagnostics — GenoME Diagnostics - We are developing a blood test for an earlier and more accurate diagnosis of ovarian cancer.GenoME Diagnostics .

APEX Ventures is a deep-tech and medical-focused venture capital firm.

Investment focus

Artificial Intelligence, Health Care, Software
Seed, Series A, Pre-Seed
Germany, United Kingdom, Austria

Portfolio highlights

GEMESYS — Gemesys creates a chip that functions similarly to the human brain in order to overcome processing constraints and empower AI with the hardware it needs to complete its destiny
HyperHeat — HyperHeat is a climate tech startup, that develops a breakthrough solution for zero-carbon industrial heat at very high temperatures.
TriLite Technologies — The world's smallest projection displays from TriLite take laser beam scanning technology to the next level, for augmented vision as light as the eyewear of today.

APEX Ventures is an early-stage venture capital fund that invests in start-ups grounded in unique and protectable technology. They provide support and resources and aims to develop their start-ups in their respective field. Their initial focus areas include digital media, business intelligence, cybersecurity, fintech, and the future of work.

Investment focus

Artificial Intelligence, Health Care, Software
Seed, Series A, Pre-Seed
Germany, United Kingdom, Austria

Portfolio highlights

Quibim — Leading radiomics company pioneering quantitative imaging biomarkers and medical applications in precision medicine.
Robeaute — Redesigning the future of neurosurgery by creating the new standard device that will provide surgeons with seamless access to delicate areas of the brain parenchyma and with real-time data.
HyperHeat — HyperHeat is a climate tech startup, that develops a breakthrough solution for zero-carbon industrial heat at very high temperatures.

Playfair is a generalist VC fund with a contrarian approach to pre-seed technology investing. Based in London, Playfair invests across the UK and Europe with an intentionally high conviction, low volume approach: making 6-8 investments a year and preserving time, capital and resource to help companies post-investment. Playfair has backed 70+companies across two funds including Thought Machine, Andela, Mapillary, Recycleye and Orca AI.

Investment focus

Software, Artificial Intelligence, E-Commerce
Seed, Series A, Funding Round
United Kingdom, United States, France

Portfolio highlights

Refute — Refute identifies and addresses misinformation on behalf of there businesses.
Astral Systems — Our compact multi-state fusion reactors offer high particle flux and exceptional lifetime performance, unlocking a wide variety of critical medical, industrial, and research applications today.
NetFabric — NetFabric is building a next-generation network observability platform that seamlessly combines all network data sources and provides real-time responses to any network question.

In physics, 11.2 km/s is the escape velocity from Earth's gravity. They focus on emerging technologies such as AI, cybersecurity, robotics, quantum, new space, computational therapeutics, synthetic biology. They believe great people are leading indicators of a company's success. 11.2 Capital’s technical background, operationalexperience, and a strong network of amazing advisors and international partners particularly in Asia deliver a unique set of resources to entrepreneurs. While they are happy to help companies across the full range of early-stage company questions, areas where they concentrate include technical recruiting, partnerships (OEM and distribution partnerships for smart hardware companies, data partnerships for data-driven healthcare companies), customer introductions (CISO introductions for security companies, provider introductions for healthcare companies), and follow-on financings.

Investment focus

Software, Information Technology, Biotechnology
Seed, Series A, Series B
United States, Canada, United Kingdom

Portfolio highlights

Noetik — Noetik is an AI-native biotechnology company. Our mission is to leverage advanced machine learning methods to discover and develop cancer immunotherapies.
Mantle — Mantle is an engineering and manufacturing company that has developed metal 3D printing technology to produce high-resolution parts that meet the critical needs of applications from automotive and aerospace to consumer product design and prototyping.
Coalesce Automation — Coalesce is the only data transformation tool built for scale. Evolve your transformations and empower your entire data team.

IP Group's core business is the creation of value for its shareholders and partners through the commercialisation of intellectual property originating from research intensive institutions. Their strength lies in managing this process from finding suitable intellectual property to commercialise to either helping develop businesses and createvalue out of them, or identifying and establishing appropriate commercial partnerships to do so. IP Group's extensive expertise in this area combined with its inside knowledge of both industry and finance have enabled the group to create a formidable track record of consistently delivering excellent results for their companies, for their partners and for their shareholders.

Investment focus

Health Care, Biotechnology, Information Technology
Seed, Series A, Funding Round
United Kingdom, United States, Australia

Portfolio highlights

Lumai — Lumai delivers fully optical computing for a quicker, smarter and more sustainable world. Lumai power the revolution of fully optical computing by working at the nexus of photonics and machine learning.
Alimetry — Alimetry is a health technology startup based in Auckland, New Zealand, developing breakthrough solutions for diagnosing disorders of gastrointestinal (GI) function.
Diffblue — Diffblue Cover uses next generation autonomous AI to automate unit testing so that Java development teams can build better applications faster

Southern Angel Investors Club, combining Surrey investors Club & Angels 5K, are entrepreneurs who understand what new businesses need.

Investment focus

Biotechnology, Software, Medical
Seed, Funding Round, Angel
United Kingdom

Portfolio highlights

Celixir — Celixir is a developer of regenerative medicines created to change the lives of patients in need. The company's medicines consists of iMP cells, platelet lysate and PML cells to treat patients with ischaemic heart disease, injured tendons near the surface of the skin and mild to moderate heart failure respectively, enabling medical researchersto discover breakthrough medicines that aim to change the standard of medical care for patients.
Novastone Media — Novastone enables instant chat across mobile and web to move customer conversations from email. Novastone’s white label chat solutions, built by financial industry experts, deliver on all these requirements, seamlessly moving organisations’ most valuable relationships from the inbox into a chat conversation.
Geektastic — Geektastic guarantees hiring teams only meet high calibre candidates. Our technical code challenges quickly identify the most talented software engineers.

Verve Ventures has invested in more than 140 science and technology startups. We support visionary and resilient entrepreneurs from day one and are a reliable partner for the entire journey. We typically invest EUR 1-3m in early as well as later stage rounds of European high tech startups.

Investment focus

Health Care, Software, Biotechnology
Series A, Seed, Series B
Switzerland, France, Germany

Portfolio highlights

Metafuels — Our breakthrough sustainable aviation fuel (SAF) technology, aerobrew™, will make affordable net-zero aviation a reality. The technology is innovative, highly scaleable and able to tap into future global renewable energy systems efficiently. Starting from renewable feedstocks including green hydrogen, driven by renewable electricity, andsustainably sourced CO2, for example from direct air capture, aerobrew™ provides an efficient route to large-scale production of e-kerosene, overcoming the scale up challenges and high costs of alternative e-fuels technologies. aerobrew™ is also compatible with the biogenic route whereby the carbon required for the process is derived from renewable and sustainable cellulosic biomass which, does not compete with the food chain (wood, miscanthus, etc.). With a high carbon conversion, high selectivity and a high overall SAF yield, aerobrew™ leads to attractive production economics and cost leadership. With a rapidly growing demand for SAF, aerobrew™ stands to contribute significantly to the decarbonisation of global aviation and to support the achievement of net zero 2050 targets.
Poppins — Mila merges music, technology, and neuroscience to reshape therapy into a musical experience. We create musical games for children based on neurologic music therapy methods. These games are designed to address learning dissabilities like dyslexia, providing a digital treatment at home and helping identify these conditions. Behind these games, weleverage data science and new technologies to interpret learning, language, and motor performance into a cognitive score. Our goal is to improve the process for patients receiving treatment and to reaching the vast undiagnosed majority.
Orakl Oncology — Cultivated with love by the Orakl team.

SR One Capital Management is a leading trans-Atlantic biotech venture capital firm that partners with top entrepreneurs, scientists and investment partners to seek to build elite biotechnology companies. Our mission is to translate ground-breaking technologies into next generation medicines to benef

Investment focus

Biotechnology, Health Care, Therapeutics
Series A, Series B, Series C
United States, United Kingdom, Canada

Portfolio highlights

Fore Biotherapeutics — We are a precision oncology company pioneering the development of cancer therapies guided by our proprietary functional genomics.
Windward Bio — Windward Bio is a clinical-stage drug development company focused on improving outcomes for individuals with advanced immunological diseases, particularly severe respiratory conditions. The company is advancing a monoclonal antibody targeting thymic stromal lymphopoietin (TSLP) into phase 2 development while creating innovative bispecific programsfor various immunological disorders. Led by a team of biopharmaceutical executives, Windward Bio aims to address significant unmet medical needs in this field.
Kala Pharmaceuticals — Kala Pharmaceuticals is developing novel treatments for diseases that affect mucosal tissues. The company's proprietary mucus penetrating particle technology dramatically improves drug distribution and pharmacokinetics by uniformly coating the mucosal surface with biocompatible, drug-loaded particles. Kala's formulations achieve high,sustained local drug concentrations with reduced systemic exposure and are delivered in a patient-friendly format. The company's research efforts have demonstrated successful in vivo proof-of-concept in mucosal organs such as the respiratory tract, eye, and cervicovaginal tract, enabling diverse product opportunities that target significant clinical unmet need. Kala is focused on advancing an internal pipeline of products through human proof-of-concept while establishing R&D collaborations with select partners to improve products in their pipelines.

SV Health Investors is a specialist healthcare fund manager, investing across multiple stages and sectors. Our goal is to transform healthcare one investment at a time.

Investment focus

Biotechnology, Health Care, Therapeutics
Series A, Seed, Funding Round
United States, United Kingdom, Israel

Portfolio highlights

Therini Bio — Therini Bio is developing novel therapeutics based insights into the role of fibrin in driving chronic innate immune activation.
Montara Therapeutics — Montara Therapeutics is a precision-medicine neuroscience biotech startup improving safety and efficacy of therapies for people with neurological diseases
TRIMTECH Therapeutics — Transformative treatments for CNS and inflammatory disorders by selectively destroying disease-causing protein aggregates

Formic Ventures is a diversified venture capital firm that makes early-stage investments in biotechnology startups focused on human longevity as well as technology startups and companies that make human lives more meaningful.

Investment focus

Biotechnology, Health Care, Biopharma
Seed, Series A, Funding Round
United States, United Kingdom, Hong Kong

Portfolio highlights

SonoThera — SonoThera is a biotechnology company that creates non-viral genetic therapies using ultrasound. Its mission is to develop genetic medicines that treat the root cause of human disease. SonoThera is expanding the possibilities of disease treatment with ultrasound-guided nonviral gene therapy for diseases with suboptimal or non-existent treatments. Itaims to improve the lives and health of millions of people.
cheMastery — Echo handles repetitive tasks with accuracy and precision, allowing your chemists to tackle high-value challenges.
Biogenesis — Clinical research platform tailored towards industry sponsors, clinical research sites & patients

Mercia Asset Management provides equity and debt to UK businesses with growth ambition. We are your investment partners from scale-up to exit.

Investment focus

Software, Health Care, Biotechnology
Seed, Funding Round, Series A
United Kingdom, United States, Hungary

Portfolio highlights

Administrate — Administrate is a comprehensive, configurable training management platform that helps organizations streamline enterprise learning and development. Organize, deliver, plan, automate, analyze, and scale your training program effectively -- all through one system. Deliver multi-modality learner experiences, maximize training resources, anddemonstrate business results with insight-rich reporting. Hundreds of organizations serving millions of learners choose Administrate to manage their training program.
Warwick Acoustics — Warwick Acoustics believe in creating products that are designed from the ground up in order to deliver the best personal audio listening experience available to customers.
Melius Cyber — Melius Cyber continuously monitors an organization's IT network, testing security and protecting it from the latest threats.

Focused on seeding early stage biotech therapeutics and related AI opportunities. The fund will invest in companies qualifying under EIS and covering novel...

Investment focus

Biotechnology, Health Care, Pharmaceutical
Seed, Series A, Pre-Seed
United Kingdom, Hungary

Portfolio highlights

Healx — At Healx we use AI drug discovery to develop new treatments for rare diseases. We bring treatments from prediction to patient.
Atelerix — Discover Atelerix's hypothermic hydrogels for eco-friendly, reliable cell preservation and ambient temperature shipping. Ensure fresh, viable cell samples today.
ViaNautis — Precision Solutions

Helping individuals and institutions invest in Venture Capital, Infrastructure and Media companies since 1999.

Investment focus

Software, Health Care, Biotechnology
Funding Round, Seed, Series A
United Kingdom, United States, France

Portfolio highlights

Egregious — Egregious is an advanced research & intelligence lab established to defend humans from AI and provides narrative intelligence solutions across the public and private sectors to protect organisations and online users from malign influence using AI-driven data acquisition, insights, and engagement.
Arcube — We make sure all travellers, frequent and infrequent, make the most of travel loyalty programs, using our data-driven approach, airlines can understand their customers and provide hyper-personalised offerings to boost value and retention.Arcube uses a data-driven approach to make the most of airline loyalty programs for both frequent andinfrequent flyers. Our software allows airlines to understand their customers and provide hyper-personalised offerings to boost value and retention at no extra cost to the airline.
FinCrime Dynamics — Our mission is to help make the world’s financial system safer through rapid deployment of effective AI for financial crime analytics, enabled by enriched synthetic data that captures the dynamics of fraud and money laundering and loads them into tailor-made scenarios that explore diverse threats that financial organisations are exposed to.Thisgoal has taken us to the forefront of Synthetic Data and Fincrime Analytics, and we are proud to have in our team people that have helped shape the state-of-the-art of these fields.Keywords: Finacial services, AML, Synthetic Data, Fintech, Machine learning, Big data, Simulation, Fraud Analytics, Compliance

We provide venture capital investment for the people, ideas and industries that will change the world. Learn about what we do and the kind of founders we back.

Investment focus

Software, Health Care, Information Technology
Series A, Seed, Series B
United Kingdom, United States, Germany

Portfolio highlights

Amplience — The shopping experience platform for generating, creating and delivering content with context
Orbex Space — Founded in 2015, Orbex is Europe’s leading private launch services company, focused entirely on supporting the needs of the small satellite industry.Orbex has developed one of the most advanced, low carbon, high performance micro-launch vehicles in the world. They launch customer satellites into polar and sun-synchronous low Earth orbits from aunique, modern launch location in the heart of the European continent.They offer a flexible core launch service and a wide suite of supporting services that make life easier for customers. Their European location means shorter supply lines, easier communications and reduced operational costs. Their advanced launch vehicle means higher reliability, more flexible mission profiles and a regular, scheduled launch service.
Zendo Energy — Zendo Energy is dedicated to the mission of decarbonising computing power. The company aims to empower data centres to become smarter, more efficient, and prepared for the increasing future demand of computing by leveraging advanced software solutions. Their platform utilizes real-time analytics and predictive tools to optimise energy consumption,reduce emissions, and integrate renewable energy sources such as wind and solar, thereby supporting the transition to sustainable digital infrastructure. This mission addresses the urgent need to reduce the carbon footprint of data centres amid the exponential growth of AI and computing workloads globally

Techstart Ventures is a first-cheque investor for extraordinary founders pursuing uncapped global opportunities.

Investment focus

Software, Information Technology, Health Care
Seed, Pre-Seed, Funding Round
United Kingdom, Ireland, United States

Portfolio highlights

RETìníZE — RETìníZE is an AR, VR, multi-screen installations, and software development.
Cloudsmith — Cloudsmith is the only universal, cloud-native solution for software artifact management and software supply chain security. Start your free trial today.
Liquid Acquire — Liquid Acquire provides AI solutions for mergers and acquisitions.

AlbionVC supports visionary founders with long-term capital and scale-up expertise. Founded in 1996, today we are partners to UK early-stage B2B software and healthcare companies. AlbionVC manages c. $1 billion of venture funds, currently invested in over 50 companies. AlbionVC is the technology investment arm of Albion Capital Group LLP, which isauthorised and regulated by the Financial Conduct Authority.

Investment focus

Software, Health Care, Information Technology
Series A, Funding Round, Seed
United Kingdom, United States, France

Portfolio highlights

Diffblue — Diffblue Cover uses next generation autonomous AI to automate unit testing so that Java development teams can build better applications faster
IONATE — IONATE Ltd. is a technology company developing next-generation Hybrid Intelligent Transformers.
Infact Systems — Infact Systems is a company that focuses on bringing affordability and credit information into the 21st century. They facilitate the sharing of real-time, contextual data, primarily in the banking industry. Their mission is to increase responsible financial behavior by providing real-time data for modern credit. They offer integration andcustomization services for HPZone, particularly in terms of connecting with external laboratory systems. Infact Systems also provides services to help women take control of their finances.

Molten Ventures is a venture capital company. They invest in software, telecoms, electronics, the internet, MedTech, and cleantech services. They support visionary entrepreneurs who will invent the future.

Investment focus

Software, Information Technology, Financial Services
Series A, Series B, Funding Round
United Kingdom, United States, Germany

Portfolio highlights

PocDoc — PocDoc is a pioneer in the field of smartphone-based fast disease testing.
FintechOS — FintechOS extends your core, letting you innovate banking and insurance products, digital journeys, and back-office workflows without the cost or risk.
SatVu — SatVu captures high resolution thermal data from space for a safer and more sustainable Earth.

Build your next company with Antler, a global day zero investor enabling exceptional founders to start great companies, from the very beginning. Apply now!

Investment focus

Software, Information Technology, SaaS
Pre-Seed, Seed, Series A
Singapore, United Kingdom, Australia

Portfolio highlights

FitFlo — FitFlo brings to life the connected gym experience for Operators, Trainers and Members.
Mole — Mole is a digital business card and mobile website software. Connect with your clients, promote your business online and much more. Comes with free customised NFC business card.
Optacloud — Fostering a global AI powered ecosystem to achieve 100% cloud efficacy-> effortlessly, economically and eco-consciously. Dev tools stack for automating the entire development lifecycle of cloud apps across- Build, Deploy & Optimize.

Praetura Ventures has been supporting entrepreneurs with more than money since 2011. Click to find out more about how we can help businesses and investors.

Investment focus

Software, Health Care, Information Technology
Funding Round, Seed, Series A
United Kingdom

Portfolio highlights

ScubaTx — ScubaTx is a breakthrough organ preservation device organ transplant. The ScubaTx device will leverage world-leading expertise in software design to commercialise a proven but unexploited organ preservation technique, Persufflation. ScubaTx will offer healthcare providers significant net savings, an
Cytix — Cytix is a vulnerability management software platform and cluster of dedicated pentesters to help you identify & resolve Vulnerabilities. Reach us & get a free trial of tool.
Ocula Technologies — Harness the power of advanced analytics with our sustainable growth platform enabling brands and retailers to outperform competitors.

Northern Gritstone is an investment firm focused on investing in advanced materials, energy, health technology and cognitive computation.

Investment focus

Health Care, Biotechnology, Software
Seed, Series A, Series D
United Kingdom

Portfolio highlights

Partful — Make sure customers get the right parts first time, every time with digital 3D parts catalogue software and digital work instructions.
BOW — We make robots work with our innovative robotics software platform We set the standard in robotics, lowering barrier to entry for roboticists at all levels.
Exciting Instruments — Exciting Instruments Limited is a joint company founded in Sheffield that combines the software prowess of Bulldozer Limited with Dr. Timothy Craggs' knowledge of single molecules. Through the use of cloud connectivity and real-time data visualisation, we are a genuine science and software partnership on a mission to assist you in streamliningthe procedure for creating discoveries in biophysics, life sciences, drug discovery, and medical diagnostics.

Maki.vc is an early-stage venture capital firm partnering with deep tech & brand-driven startups obsessed with challenging category norms.

Investment focus

Software, E-Commerce, Information Technology
Seed, Series A, Funding Round
Finland, Germany, United Kingdom

Portfolio highlights

Quanscient — We are building next generation simulation software-as-a-service utilizing Quantum computing algorithms. Our specialty domain of simulations is Computational Electromagnetics.
TrackSights — TrackSights combines top-tier data, automated workflows, and actionable insights for the automotive industry. Streamline decisions, calculate values, and manage fleets effortlessly with a modern, easy-to-use interface. Book a demo today!
Volare — Refining food industry side streams into sustainable protein, oil and fertilizers.

Amadeus Capital Partners, Venture Capital For Technology Companies. We Back Entreprenuers To Win. Contact Our Experienced Team Of Investors Today

Investment focus

Software, Artificial Intelligence, Information Technology
Series B, Seed, Series A
United Kingdom, United States, Spain

Portfolio highlights

PhoreMost — PhoreMost is a new-model drug discovery company based in Cambridge, UK: Using its core expertise to open up new ‘druggable’ target space and working with a global network of co-invested academic and industrial collaboration partners, we aim to bring a wide array of novel ‘targeted’ therapies more efficiently to market and pass these cost savingsonto patients.
Riverlane — Riverlane's mission is to make quantum computing useful far sooner than previously imaginable, starting an era of human progress as significant as the industrial and digital revolutions.
qomodo — Intelligent IOT Embedded Security. We protect commercial or industrial IOT devices from the threats of the internet. Driven by leading intelligence and machine learning, our anomaly detection allows us to protect even the simplest IOT devices.

Maven is one of the UK's leading private equity and investment firms. We provide essential capital and expertise to help businesses unlock their potential.

Investment focus

Software, Information Technology, SaaS
Funding Round, Series A, Seed
United Kingdom, United States, Germany

Portfolio highlights

Concinnity Genetics — Concinnity designs unique RNA-based gene control systems that enable the precise control of gene therapies to improve safety.
Corporate Modelling — OPX is our award-winning business optimisation software which will transform your business and improve your productivity.
Jackson Stapleton Accountants — Jackson Stapleton Accountants is a forward-thinking accounting firm that give the best service possible while remaining true to the profession's values.

We invest in founders building business on the frontier of what is possible. Creator Fund believes...

Investment focus

Machine Learning, Software, Artificial Intelligence
Pre-Seed, Seed, Series A
United Kingdom, Canada, Israel

Portfolio highlights

Fairgen — Data-centric approach to debiasing machine learning models and artificial intelligence algorithms.
Malted AI — Malted AI is a developer of a low-code platform enables enterprises to build and deploy large language models-enabled applications at scale, using distillation to inject domain-specific knowledge into smaller, focused models, trained on proprietary data in a secure environment.
Helical — Helical is an intermediary platform that offers bioinformaticians free access to the technologies from AI and biological computation.

Bioeconomy Capital invests in early-stage companies with the goal of accelerating the biotechnology revolution. Based on its startup operational expertise, product development experience, and globally recognized strategic analysis, it has developed a blueprint for building and deploying technological capabilities that will become a criticalinfrastructure of the 21st-century economy.The company's proprietary blueprint is the distillation of the fund managers' five decades of combined experience in synthetic biology and other engineering fields and cannot be readily duplicated. Prior investments include Zymergen, Riffyn, Synthace, RoosterBio, Arzeda, Bellwether Bio, EdenWorks, and Lumen Biosciences.

Investment focus

Biotechnology, Life Science, Pharmaceutical
Series A, Series B, Seed
United States, United Kingdom

Portfolio highlights

MicroByre — MicroByre is a platform for bacterial domestication. Their automated characterization pipeline gathers the oft-overlooked data that highlights unleveraged bacteria that meet functional industrial criteria. That is, they rapidly find the bacteria with naturally unfussy eating habits and evolution-honed metabolisms that have the potential to convertunrefined biomasses into commodity chemicals at vastly improved efficiencies compared to extant fermentation processes. They select from these functionally de-risked bacteria those which can be directly genetically modified to improve their cost profiles — even if they have never been engineered before. The data from our unique characterization pipeline informs the minimally precise genetic modifications necessary to increase pliability and yield, eliminate nutritional additives, maximize feedstock utilization, and improve contamination tolerance & phage resistance. MicroByre gives biomass conversion a truly competitive edge against petrochemical synthesis.MicroByre’s platform bridges the gap between the promising and the profitable in synthetic biology and bioengineering. A unique combination of resources and skills makes MicroByre a valuable potential partner for companies of all sizes and industries. They collaborate to define project scope to match a mutually agreeable business model, which could be a fee for service, license agreement, or joint development agreement.
Tandem PV — Discover the future of sustainable energy with Tandem PV, a leader in perovskite solar technology and innovative solar energy solutions.
Parse Biosciences — Parse Biosciences is providing researchers with the ability to perform single cell sequencing with unprecedented scale and ease. Learn more about how you can use the most scalable single cell platform on the market without the need for custom instrumentation.

GV supports innovative founders moving the world forward.

Investment focus

Software, Health Care, Biotechnology
Series A, Series B, Seed
United States, United Kingdom, Switzerland

Portfolio highlights

Veza — Veza is the identity security company that enables organizations to understand, manage and control who can and should take what action on what data.
Blacksmith — Blacksmith is a company that helps businesses to conduct their continuous integration (CI) up to twice as quickly and at half the expense. Blacksmith accomplish this by running CI on powerful gaming CPUs.
Glass Imaging — Traditional cameras rely on an imaging lens which typically consists of several lens elements and a light sensitive sensor. Cameras have been built like this since 1816. Glass has been historically used to make high quality optical elements. We are replacing these elements with deep neural networks that give extreme flexibility when designing ourcameras. It allows us to squeeze a huge sensor into an ultra thin module that fits perfectly into a mobile device without the need for protruding bumps. Our cameras bring SLR image quality into your pocket.

WE BACK HEROES using technology to solve the world's biggest problems

Investment focus

Biotechnology, Health Care, Medical
Seed, Series A, Series B
United States, Germany, Canada

Portfolio highlights

Gridware — Using remote telemetry and edge AI, Gridware wildfire prevention technology powers a grid that is smarter and more reliable than ever before.
Aalo Atomics — Creating abundant and dependable clean energy to power humanity for generations.
Waypoint Bio — Waypoint's proprietary spatial multi-omics platform enables us to solve critical issues around understanding how cell therapies navigate the three-dimensional tumor microenvironment and allow the measurement of cell-to-cell interactions.

Hoxton Ventures focuses on startups that either disrupt existing industries or invent entirely new market categories. Hoxton typically invests between $500,000 and $5 million into pre-seed, seed, and Series A stage companies, and follows its capital through the life of the company. The firm is based in London and invests all across Europe.

Investment focus

Artificial Intelligence, Information Technology, Software
Seed, Series A, Funding Round
United Kingdom, United States, Canada

Portfolio highlights

Cogna — Cogna offers an AI-powered SaaS platform that streamlines the integration of data across several business domains.
CuspAI — CuspAI is a revolutionary AI startup that is developing a platform for next-generation materials to address global sustainability and renewable energy concerns. CuspAI uses cutting-edge generative AI, deep learning, and molecular simulation to accelerate the material design process. Their platform works similarly to a search engine for materials,allowing users to request certain properties for new materials on demand.
Malted AI — Malted AI is a developer of a low-code platform enables enterprises to build and deploy large language models-enabled applications at scale, using distillation to inject domain-specific knowledge into smaller, focused models, trained on proprietary data in a secure environment.

We are a leading early-stage investment platform. We are at the center of a global ecosystem that attracts and fuels the technical founders and product teams building the next wave of global businesses.

Investment focus

Software, Information Technology, Artificial Intelligence
Seed, Series A, Pre-Seed
United States, United Kingdom, Switzerland

Portfolio highlights

Uthana — Uthana operates as a 3D character animation studio that uses generative AI.
Dead Astronauts — Dead Astronauts reinvents open-world game experiences with technical innovation at the core of the company and PLAYER CREATIVITY at the core of the games we make.
Rainmaker Technology — Rainmaker provides water for farms, watersheds, and ecosystems, fortifying growth and stewarding the natural world.

Investors by industry

Artificial intelligence