Fidelity is a privately owned investment management firm that serves a wide range of clients. It offers services including IRAs, rollovers, annuities, discount brokerage, retirement planning, estate planning, wealth management, securities execution and clearance, and life insurance. They serve individual investors, businesses, financial advisors, and institutions. The firm manages equity, fixed-income, and balanced mutual funds and invests in public equity and fixed-income markets. It also conducts in-house research to inform its investment decisions.

Fidelity

OrbiMed is a healthcare-dedicated investment firm, with approximately $5 billion in assets under management. OrbiMed's investment advisory business was founded in 1989 with a vision to invest across the spectrum of healthcare companies: from private start-ups to large multinational companies. OrbiMed manages the Caduceus Private Investments series of venture capital funds and a family of public equity investment funds.

OrbiMed

Valor Equity Partners is an operational growth investment firm that focuses on growth companies across various stages of development. For decades, it has served its companies with the expertise to solve the challenges of growth and scale. Valor Equity partners with companies and entrepreneurs who are committed to the highest standards of excellence and the courage to transform their industries.

Valor Equity Partners

Paragon Biosciences is a global healthcare company committed to accelerating biomedical research. It solves complex challenges by advancing science. Paragon focuses on four areas of life science innovation including artificial intelligence, gene therapy, synthetic biology, and biopharmaceuticals. Its current portfolio includes Castle Creek Biosciences, Emalex Biosciences, Evozyne, Harmony Biosciences, Qlarity Imaging, Skyline Biosciences, and a consistent flow of incubating companies in development. Paragon stands at the intersection of human need, life science, and company creation. The company was founded in 2010 and is headquartered in Northbrook, Illinois.

Paragon Biosciences

NVentures is a venture capital firm that invests in early-stage technology companies, focusing on innovations in various sectors. NVentures is the venture capital arm of NVIDIA.

NVentures

Evozyne

Evozyne is a generative AI company that focuses on therapeutic discovery and drug development. It is a biotechnology company that specializes in protein design and molecular scale. Its mission is to unlock the potential of novel proteins to solve complex human and societal challenges by revolutionizing protein design.  It was founded in 2020 and is headquartered in Chicago, Illinois.

<div>Evozyne, founded by Paragon Bioscience,develops novel proteins for critical applications in therapeutics and sustainability.&nbsp;</div>

Artificial intelligence is identifying and testing new therapies faster than ever.

AI Drug Discovery

Biotech Veteran Marc Yoskowitz Named Evozyne CEO

Takeda

To develop next-generation gene therapies for up to four rare disease targets.

<div>
 
 Evozyne, founded by Paragon Bioscience,develops novel proteins for critical applications in therapeutics and sustainability.&nbsp;
 
 
 The company&rsquo;s platform combines deep-learning-based computational models and high-throughput gene synthesis and assay technologies to build novel, adaptive proteins, along with the ability to optimize genes, discover antibodies, and edit genes. The platform is also capable of creating consistent models for proteins and is able to understand the physics of protein folding, function, and evolvability of synthetic proteins which allow customers to obtain customized proteins.&nbsp;
 
 
 Key customers and partnerships
 
 
 In April 2022, the company expanded its existing strategic research collaboration and license agreement with Takeda Pharmaceutical (initially entered in January 2021) to research and develop proteins that can be used in next-generation gene therapies for rare diseases. Evozyne also collaborated with NVIDIA in January 2023 to develop novel protein designs to accelerate drug development.&nbsp;
 
 
 Funding and financials
 
 
 In September 2023, the company raised USD 81 million in a 
 <a href="https://sp-edge.com/updates/22271">
 Series B
 </a>
 funding round led by Fidelity Management &amp; Research Company and OrbiMed. The proceeds were earmarked to advance its GenAI platform for drug development and carbon capture.
 
</div>

<div>
 
 e-Therapeutics is a UK-based company specializing in drug discovery and development. It leverages computational biology to expedite the drug discovery process, particularly in RNA interference (RNAi) medicines. The company's approach integrates network analysis, machine learning, AI, data mining, and optimization into its proprietary databases and computational tools to identify and develop therapies.&nbsp;
 
 
 The company utilizes two platforms: 1) The HepNet Computational Platform, which is an in-silico (performed via computer simulation) laboratory that allows users to conduct hypotheses, phenotypic screening, and the identification and prioritization of novel therapeutic targets, and 2) the GalOmic RNAi Platform that enables highly specific silencing of gene expression and specializes in the development of RNAi therapies.
 
 
 Further, it has four drug candidates in the pipeline, namely 1) ETX-312 to treat metabolic dysfunction-associated steatohepatitis (MASH), 2) ETX-407 to treat dry age-related macular degeneration (dAMD), 3) ETX-148 to treat pan-haemophilia, and 4) ETX-291 to treat a broad spectrum of cardiometabolic diseases.
 
 
 Key customers and partnerships
 
 
 The company&rsquo;s customers include several pharmaceutical companies to develop therapies using its proprietary platforms. These include partnerships with 
 <a href="https://www.etherapeutics.co.uk/news-and-media/press-releases/e-therapeutics-signs-research-collaboration-agreement-novo-nordisk/">
 Novo Nordisk
 </a>
 (December 2018), 
 <a href="https://www.etherapeutics.co.uk/news-and-media/press-releases/collaboration-galapagos-discover-new-therapeutic-strategies-treatment-idiopathic-pulmonary-fibrosis-and-other-fibrotic-condition/">
 Galapagos
 </a>
 (June 2020), and 
 <a href="https://www.etherapeutics.co.uk/news-and-media/press-releases/immuno-oncology-research-collaboration-iteos-therapeutics/">
 iTeos Therapeutics 
 </a>
 (April 2022). It is also working with another undisclosed top-five pharma company in a specific area of neurodegeneration.&nbsp;
 
 
 Further in May 2018, the company partnered with C4X Discovery to identify new pathophysiological mechanisms in Parkinson&rsquo;s disease.&nbsp;
 
 
 Funding and financials
 
 
 In 2007, the company was listed on the Alternative Investment Market, the London Stock Exchange&rsquo;s public market for small and medium-sized growth companies, under the ticker symbol &ldquo;ETX&rdquo;. Further in 
 <a href="https://sp-edge.com/updates/13462">
 September 2022
 </a>
 , the company raised GBP 13.5 million (USD 15.1 million) from funds managed by institutional investor M&amp;G Investment Management Limited via the subscription of new ordinary shares. The funds were expected to be used for the company's growth initiatives.
 
</div>

eTherapeutics

<div>
 
 HiberCell is a biotechnology company that develops novel therapies focused on oncology. It entered the AI drug discovery space when it acquired AI genomics analysis company Genuity Science (and its subsidiaries in Iceland and Ireland) in August 2021.&nbsp;
 
 
 Genuity Science&rsquo;s solutions include end-to-end therapeutic discovery and development services such as building custom disease datasets, discovering and prioritizing targets, identifying biomarkers, and optimizing clinical trials. Genuity Science leverages its AI-powered platform to manage, process, and analyze genomic data. HiberCell intends to use Genuity Science&rsquo;s AI/ML capabilities to advance its oncology pipeline of five programs, of which one has reached the Phase 2 clinical trial stage.
 
 
 As of March 2024, the company&rsquo;s pipeline included three drug candidates, namely: 1) HC-7366, targeting the general control nonderepressible 2 (GCN2) kinase as part of the integrated stress response (ISR) signaling pathway; 2) HC-5404, aimed at inhibiting the PKR-like endoplasmic reticulum kinase (PERK) involved in the unfolded protein response (UPR) signaling pathway; and 3) odetiglucan, a therapy targeting tumor-immune interactions within the tumor microenvironment​.&nbsp;
 
 
 Key customers and partnerships
 
 
 In December 2023, HiberCell and Merck &amp; Co partnered to conduct a Phase Ib trial to evaluate the combination therapy of belzutifan and HC-7366 for treating clear cell renal cell carcinoma. Further, in January 2021, the company partnered with Biodesix to develop an enzyme-linked immunosorbent assay as a companion diagnostic test.
 
 
 Funding and financials
 
 
 In 
 <a href="https://hibercell.com/news/hibercell-closes-67-4-million-series-b-financing-and-secures-30-million-debt-facility-from-hercules-capital/">
 May 2021
 </a>
 , HiberCell completed a Series B financing round, raising USD 67.4 million, and secured an additional USD 30 million in debt financing from Hercules Capital. The funds were expected to be used for clinical advancement of its novel therapeutic candidates. 
 
</div>

HiberCell

<div>
 
 Arbor Biotechnologies specializes in gene editing to develop novel therapeutics for a variety of indications, starting with liver-related diseases. It operates an AI-powered biodiscovery platform to discover novel CRISPR enzymes, which are sequences of repeating genetic code. To do this, its platform deploys computational search techniques, genome sequencing, gene synthesis, and high-throughput screening. This can eventually be turned into drugs or even applied to agriculture and other industrial uses. In 2018, the company announced the discovery of Cas13d, a new type of gene editing enzyme that helps to alter RNA to treat genetic diseases.&nbsp;
 
 
 As of February 2024, the company had five internal drug discovery programs, of which one was in the IND-enabling stage. It also has multiple collaborative programs under development focused on oncology and various other therapeutic areas.
 
 
 Key customers and partnerships
 
 
 The company has a long-standing partnership with Vertex Pharmaceuticals since
 <a href="https://www.businesswire.com/news/home/20190103005194/en/Vertex-and-Arbor-Biotechnologies-Establish-Collaboration-to-Discover-Novel-Proteins-to-Advance-Discovery-of-Gene-Editing-Therapies">
 January 2019
 </a>
 , which focused on developing gene-editing treatments for cystic fibrosis and four other diseases. The alliance was further extended in 
 <a href="https://www.biospace.com/article/vertex-and-arbor-strike-a-1-2-billion-deal-for-gene-editing-programs/">
 August 2021
 </a>
 and 
 <a href="https://sp-edge.com/updates/15741">
 January 2023
 </a>
 .&nbsp;
 
 
 Other partnerships included a collaboration with 
 <a href="https://www.prnewswire.com/news-releases/arbor-biotechnologies-announces-collaboration-with-ginkgo-bioworks-to-advance-the-discovery-and-development-of-precision-gene-editors-302011991.html">
 Ginkgo Bioworks
 </a>
 (December 2023) to leverage Ginkgo's R&amp;D services to further optimize Arbor's novel precision editors, a non-exclusive licensing agreement with 
 <a href="https://www.globenewswire.com/news-release/2022/02/08/2380680/0/en/EdiGene-and-Arbor-Biotechnologies-Announce-Worldwide-Non-exclusive-License-Agreement-to-Advance-Ex-Vivo-Engineered-Cell-Therapy-Programs.html">
 EdiGene
 </a>
 (February 2022) to leverage Arbor&rsquo;s platform for ex vivo oncology therapies, a strategic research and non-exclusive licensing agreement with 
 <a href="https://investors.tcr2.com/news-releases/news-release-details/tcr2-therapeutics-and-arbor-biotechnologies-establish">
 TCR2 Therapeutics
 </a>
 (January 2022) to develop allogeneic TRuC T-cell therapies using Arbor&rsquo;s CRISPR technology, and a license agreement with 
 <a href="https://www.lonza.com/news/2020-12-23-14-00">
 Lonza
 </a>
 (December 2020) to use Arbor&rsquo;s gene-editing technology for Lonza&rsquo;s bioproduction products and services.
 
 
 Funding and financials
 
 
 In its latest Series B funding round in November 2021, which was led by Ally Bridge Group, TCG Crossover, and Temasek, Arbor Biotechnologies raised USD 215 million. The proceeds of the round were earmarked to fuel the company&rsquo;s clinical development pipeline.
 
</div>

Arbor Biotechnologies

Based in the UK, Arctoris provides an automated drug discovery platform, offering fully validated research and development (R&amp;D) processes under an Experiments-as-a-Service model. The company works with biotechnology companies, AI drug discovery companies, pharma and academic institutions enabling these institutions to run experiments in Arctoris’s platform and provides on-demand access to a broad scale of datasets for AI drug discovery companies to train their algorithms.

Arctoris

<div>
 
 Frontier Medicines leverages AI/ML technologies to develop treatments for cancer-causing proteins that are dismissed by traditional pharma companies as undruggable.&nbsp;
 
 
 The company has a proprietary chemoproteomic platform which entails an approach based on the interaction of small-molecule compounds and proteins to screen a large number of targets and combine them with a protein database that contains more than 150,000 novel binding pockets (hotspots). This enables it to access 90% of the human proteome that were not previously targeted due to lack of hotspots. The platform&rsquo;s AI/ML engine incorporates a library of diverse compounds, a hotspot map that serves as the starting point for understanding the druggability of a potential therapeutic target, and lead design and generation.&nbsp;
 
 
 The company focuses on oncology and immunology target and, as of February 2024, it had five wholly-owned therapeutic programs and three AbbVie-partnered programs in its pipeline. All programs were in their discovery stage, except the company&rsquo;s lead candidate, FMC-376 (activated and inactivated forms), focused on treating different cancer types, including non-small cell lung cancer (NSCLC), colorectal carcinoma (CRC), and pancreatic ductal adenocarcinoma (PDAC), which is in the IND-enabling stage.
 
 
 Key customers and partnerships
 
 
 The company entered a USD 100 million partnership with 
 <a href="https://news.abbvie.com/2020-12-02-AbbVie-and-Frontier-Medicines-Establish-Global-Partnership-to-Discover-and-Develop-Novel-Therapies-and-E3-Degraders-Against-Difficult-to-Drug-Targets">
 AbbVie
 </a>
 In December 2020 to develop small-molecule therapeutics against hard-to-drug protein targets including around 600 E3 ligases (the enzymes that drive the ubiquitination and degradation of proteins.&nbsp;
 
 
 Funding and financials
 
 
 In July 2021, the company raised USD 88.5 million in a 
 <a href="https://sp-edge.com/updates/4347">
 Series B
 </a>
 funding round co-led by Woodline Partners LP and RA Capital Management, with equal participation from Deerfield Management Company. The proceeds were earmarked for advancing the company&rsquo;s drug pipeline and expanding operations in Boston, where its new facility was to complement the company&rsquo;s headquarters in California. 
 
</div>

Frontier Medicines

SaaS (Software-as-a-Service) companies providing their ML platform to other pharma companies for drug discovery services such as target selection, validation and lead optimization.

SaaS (Software-as-a-Service) companies providing their ML platform to other pharma companies to design and run preclinical experiments.

SaaS (Software-as-a-Service) companies providing their ML platform to other pharma companies to identify biomarkers (measurable biological signs used to determine disease progression) and predict drug response. 

SaaS (Software-as-a-Service) companies aggregating and analyzing biomedical data with the help of AI to generate insights across the drug development pipeline.

Biotechnology companies that have integrated AI as a core component of their in-house drug development process. They typically have a few in-house drug development programs, and also collaborate with pharma companies to develop certain drugs.

Companies leverage GenAI to support drug discovery through accelerated drug designing

Companies offer AI/ML-based SaaS products to accelerate the discovery and development of novel therapeutics

Offers AI/ML-based solutions to accelerate drug discovery and development

Evozyne, a drug discovery company, has secured $81 million in a Series B funding round led by Fidelity Management & Research Company and OrbiMed. Other participants include NVentures, Paragon Biosciences, NVIDIA's venture capital arm, and Valor Equity Partners. This brings the total funds raised by Evozyne to $144.4 million. The new funding will be used to advance its generative AI platform for drug development and carbon capture, as well as to create a portfolio of gene editors and enzymes that modulate immune response. The company, founded in 2020, has a pipeline that includes CRISPR therapeutics and IgG Protease therapeutics.

Evozyne

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