Carrick Capital Partners is a private equity firm that focuses its investments on software, SaaS, and tech-enabled companies. Carrick provides capital along with a combination of operational and investment expertise that is specifically tailored to help each of our entrepreneurs and their companies succeed.

Carrick Capital Partners

Saama

Saama is the #1 AI-driven Intelligent Clinical Cloud company, enabling the life sciences industry to conduct faster and safer clinical development and regulatory programs. Today, over 50 biotech companies use Saama’s award-winning Life Science Analytics Cloud (LSAC) platform on more than 1,500 studies, including many of the top 20 pharmaceutical companies. LSAC’s rich applications facilitate an unprecedented, authoritative oversight of comprehensive clinical research data, enabling companies to file New Drug Applications (NDAs) more efficiently and bring drugs to market faster. Discover more at www.saama.com and follow Saama @SaamaTechInc.

Saama Technologies focuses on incorporating AI into clinical data analytics. The company does this through a Deep Learning Intelligent Assistant, which can assess data and answer questions from researchers and other stakeholders. Saama’s platform connects with third-party data systems and aggregates multiple data types into a single solution. The company offers a Generative AI solution, referred to as 'DQ Co-Pilot', that helps researchers carry out data quality checks based on several factors and reduces the need for manual coding and testing of data.

Incorporating technology to improve efficiency and success rate of clinical trials

Clinical Trial Technology

<div>Saama Technologies is a healthcare data analytics company that leverages AI and machine learning (AI/ML) to assist pharmaceuticals and drug developers to expedite the process of bringing therapeutics to the market. The company does this by using its Life Science Analytics Cloud (LSAC), which was trained using more than 300 million clinical data points. LSAC gathers large sets of clinical data from third parties and organizes them to simplify data interpretation and analysis.&nbsp;</div>

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

AI Drug Discovery

Saama Technologies

FirstHive welcomes BGV, Saama and Amit Singal in New Funding Round

Pfizer

Saama and Pfizer have extended their partnership to expedite clinical research using AI-based solutions, aiming to enhance data quality and streamline processes across diverse clinical studies.

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

AstraZeneca

The agreement to streamline and facilitate AstraZeneca’s clinical data management and medical review processes using Saama’s AI-enabled technology platform.

Merck

To build and operationalize a new clinical data layer leveraging Saama’s Life Science Analytics Cloud (LSAC) to strengthen Merck’s clinical development capabilities and expedite pipeline progress.

To use Saama’s AI to clean up trial data before analysis, saving several weeks compared to traditional methods.

Includes companies that provide digital data management platforms to collect and store patient reported outcome data. These platforms are also incorporating data analytics to help understand the results and identify trends and patterns. Additionally, the platforms are enabling connectivity with remote monitoring devices, including Medical Internet of Things.

Oracle

To offer life sciences industry AI enabled applications to accelerate clinical trials.

Companies using remote patient monitoring tools and other connectivity solutions to enable remote collection of patient data and monitoring and run trials virtually, without requiring the patient to be physically present in the clinical trial site.

To better understand its clinical trial models by using its Life Science Analytics Cloud (LSAC) platform.

Saama Technologies focuses on incorporating AI into clinical data analytics. The company does this through a Deep Learning Intelligent Assistant, which can assess data and answer questions from researchers and other stakeholders. Saama’s platform connects with third-party data systems and aggregates multiple data types into a single solution. The company offers a Generative AI solution, referred to as 'DQ Co-Pilot', that helps researchers carry out data quality checks based on several factors and reduces the need for manual coding and testing of data.The company has also developed a range of smart applications to automate key tasks, including mapping and managing data as well as cleaning up and improving data accuracy.Additionally, the platform supports pharmacovigilance—the monitoring and assessment of potential adverse effects from drugs by incorporating active surveillance of real-world data from patients. This technology was developed in partnership with Gilead Sciences.Key customers and partnershipsAs of October 2021, Saama’s platform has been used by over 50 pharma and biotechnology companies across 1,500 clinical studies.Saama has also partnered with a range of organizations to strengthen its platform including 1) Citeline to incorporate Saama’s AI into Citeline platforms, 2) Datavant to help map patient journeys during a clinical trial, and 3) Oracle Health Sciences to offer Saama’s modules as add-ons to the Oracle Clinical One platform.Funding and financialsSaama Technologies raised USD 430 million in a funding round led by Carlyle Group. The proceeds were to be used to expand the go-to-market efforts of the company, along with continued R&amp;D in AI technology.

Headquartered in Amsterdam, Castor is a cloud-based e-clinical data platform that can be used for a range of tasks and processes during a clinical trial. It offers four solutions: 1) electronic data capture (EDC) to capture and process data from multiple sources including researchers, 2) electronic patient-reported outcomes (ePRO) to collect and manage patient-reported data on a centralized platform, 3) e-consent - to enable patients to be recruited, screened, and enrolled remotely, and 4) a decentralized clinical trials (DCT) platform to assist operators with managing DCT technologies and devices through a central platform. The company’s solutions are targeted at industries like biotech and pharma, diagnostics, and clinical research organizations. Its solutions are built in line with industry-standard compliance and data protection standards including HIPAA, GDPR, and ISO 27001.Castor aimed to collect enough clinical trial research data to enable the reuse of data for AI-driven clinical trials, which would lower the costs of operating clinical trials and reduce the time taken to bring new drugs to market.Key customers and partnershipsAs of June 2024, the company had supported 14,000+ studies and 6 million patients through clinical trials across 90+ countries, since launching in 2007. In terms of therapeutic areas, Castor had supported a range of different areas, including oncology, cardiovascular diseases, and diabetes. The company had been engaged by 500+ organizations, including the World Health Organization, Click Therapeutics, and Stryker. It was the first to incorporate machine learning into its system for the identification of Covid-19 patients. The company offered free access to its system for Covid-19 research projects, with over 200 projects using the platform as of June 2022. In February 2024, the company partnered with Microsoft to use Microsoft Azure to bring modern AI to clinical trials. The feature was released to help Castor users develop their studies faster by simplifying complex tasks in the study build process. The company additionally noted that it was planning to release its first in a line of Practical AI features to all its users in public Beta. Funding and financialsThe company raised USD 45 million in Series B funding in July 2021, led by Eight Roads Ventures and F-Prime Capital. The funds were earmarked for product development, interoperability with partner systems, and market research on decentralized trials. The company had a headcount of 150 at the time of the Series B and was planning to expand to 200 by the end of 2021.

Castor

Florence Healthcare offers a platform for clinical trial management. It has four key components: 1) SiteLink to start-up and monitor remote clinical sites, 2) eBinders to digitize and store research binders, 3) eConsent to simplify and digitize the consent process, and 4) Electronic Trial Master File to digitize the storage and transfer of files between sites and research sponsors. The platform is compliant with standard industry requirements including HIPAA, 21 C.F.R Part 11, ICF/GCP, and GDPR.Key customers and partnershipsAs of June 2024, Florence supported over 18,000 research sites, across 55+ countries, with key customers including Pfizer. The usage of the company’s software tripled in 2020, driven by an industry shift toward digitalization as a result of the Covid-19 pandemic. In February 2022, the company was ranked as the best clinical trial platform out of a group of 190 for ease of setup, ease of use, and customer support.Florence partnered with Greenphire, a company focusing on patient convenience and financial management for clinical trials, in Janauary 2024. Through the partnership, Florence's platform will be integrated with Greenphire's to improve payment systems within clinical trials. Benefits of the partnership included reduced manual work for sites, faster payments, and better visibility of site activity for sponsors and Contract Research Organizations (CROs). Funding and financialsThe company raised USD 80 million in Series C funding in May 2021 led by Insight Partners. The proceeds were to be used to scale up its sales and marketing teams and improve the value proposition of the platform by reducing the time required by customers to implement and manage clinical trials.

Florence Healthcare

Huma is a UK- and US-based clinical trial tech startup that provides a digital platform to manage clinical trials, including decentralized clinical trials. The platform can be used throughout the clinical trial process, including patient recruitment, screening, electronic consent, clinical outcome assessments, patient-reported outcomes, and telemedicine. The platform is built up to industry standards in data privacy and security, including ISO 27001, 21 C.F.R. Part 11, and TxP.In June 2023, the company <a href="https://sp-edge.com/updates/19352">received FDA 510(k) Class II FDA clearance </a>for its configurable disease-agnostic platform, including its cardiovascular risk score algorithm. The company received this FDA clearance in partnership with Health Canada and it allows Huma's platform to be used to monitor patients of all ages with any condition, including pediatrics and pregnancy. The Class II clearance also enables the platform to host algorithms that provide automated AI-driven data analytics for diagnosis, screening, clinical decision-making, predictions on health outcomes, and recommendations on dosage.In July 2024, the company was <a href="https://sp-edge.com/updates/31552">estimated to be valued at nearly USD 1 billion</a> when it secured a Series D investment of USD 80 million. Key customers and partnershipsSome of the key partners working with Huma include AstraZeneca, Johnson &amp; Johnson, Bayer, Stanford University, and the University of Cambridge. As of July 2024, the platform supported 3,000+ hospitals and clinics, screened over 35 million individuals, and had 1.8 million active users across 70 countries. Huma was awarded the 2021 Prix Galien Award, which is widely considered the “Nobel Prize” for pharmaceuticals and life sciences.The company announced a partnership with Xyla Elective Care in June 2022, to provide support to the UK’s National Health Service in delivering and managing virtual wards.

Huma

Based in California and founded in 2015, Medable is a digital clinical trial management platform with a range of modules for different processes. These modules include a decentralized clinical trial platform to support decentralized trials using remote tools for data gathering, monitoring, televisits, and consent; digital patient screening to screen patients remotely and at scale; e-consent to enable patients to digitally consent for clinical trials; electronic clinical outcome assessments; and patient-reported outcomes to document data in real time and provide easy access for researchers. It also includes remote patient monitoring to make it easy for patients to record and share data with clinical research teams.Medable operates on a SaaS business model, with customers having the option of selecting and deploying only the modules required as part of their uniquely customized solution.In August 2024, Medable launched 'Medable Studio', an all-in-one application for configuring, translating, validating, and launching electronic clinical outcome assessment (eCOA) Plus solutions (which include eCOA, e-consent, televisits, and sensors) into clinical trials. The no-code suite aimed to simplify the complex eCOA launch process, offering biopharmaceutical companies greater control and transparency. Medable Studio includesda point-and-click builder for creating assessments and instruments, a visual schedule of assessments builder, a translation workbench, and a content library. The platform enabled users to rapidly build and launch complex clinical trials, with the ability to create protocol-fit study designs in hours instead of months.As of June 2024, the company offered its platforms across 60 countries and was accessible by over 120 companies. The company’s platform is compliant with industry standards, including HIPAA, FDA’s 21 CFR Part 11, and GDPR.Key customers and partnershipsAs of June 2024, Medable claimed to work with 14 out of the top 20 pharmaceutical companies, in addition to working with a range of partners, including Cognizant, Accenture, Oracle, and PwC.In February 2022, the company announced a Medable Partner Network, which brought together a range of partners across different types. This included direct-to-patient, service, data, technology, and site partners. The objective of this partnership network is to speed up the innovation process and deployment of the platform at clinical sites, creating value for Medable’s customers.In September 2022, the company announced a four year agreement with GlaxoSmithKline to use Medable’s platform for clinical trials across multiple products. Financial terms of the agreement were not disclosed.In October 2023, the company partnered with Pluto Health, a healthcare coordination company, to enhance the clinical trial experience for participants and improve data collection during trials. Through the partnership, the companies aimed to connect patients to the right medical resources including access to clinical trials and home delivery of medication. Pluto Health's platform would collect participants’ health information and create personalized care plans, while Medable would offer features such as patient identification and remote patient monitoring. The partnership also aimed to improve data quality and facilitate long-term follow-up with patients post-trial.In May 2024, Medable partnered with Masimo, a medical technology provider, to incorporate new wearable devices in clinical research. Medable announced it would include the MightySat Rx pulse oximeter by Masimo in its platform for various major clinical trials, particularly in lung and breast cancer research.

Medable

Headquartered in New York, Obvio Health provides a full service for clients, supporting them throughout the clinical trial process from the design and recruitment stages to outcome measurement and reporting. In addition to its technological platform, the company provides professional services to execute clinical trials using its in-house clinical operations team. The platform caters to 17 therapeutic areas, including cardiology, oncology, respiratory, men's and women's health, dermatology, gi, hepatology, mental health, oral health, and infectious disease (Covid-19). The platform is compliant with industry standards including 21 CFR Part 11, ICH-GDP, GDPR, and ISO 27001.According to the company, its platform was designed from the ground up to cater to digital trials run by virtual clinical teams, which resulted in faster patient recruitment (three months for Obvio compared to 12 months for physical site trials). In January 2022, the company launched an augmented electronic patient-reported outcome (augmented ePRO) module, which incorporates AI and manual scoring by experts/clinicians. The company claims this improves the accuracy and quality of data collected.In April 2024, the ObvioHealth launched ObvioGo 2.0, an enhanced platform and mobile application designed to meet the unique needs of trial sites and sponsors. The upgraded platform allows the combination of hybrid and virtual trial designs within one study. It includes features such as the ability to create site-specific workflows, integration with other clinical systems, and a streamlined translation process. Additional features include a built-in virtual assistance team, COACH, for trial tasks support and a patient identifier tool for patient registration and data correlation.As of June 2024, the platform catered to 17 therapeutic areas, including cardiology, oncology, respiratory, men's and women's health, dermatology, GI, hepatology, mental health, oral health, and infectious disease (Covid-19). The platform is compliant with industry standards including 21 CFR Part 11, ICH-GDP, GDPR, and ISO 27001. Key customers and partnershipsAs of June 2024, Obvio Health’s client base included companies like GlaxoSmithKline, Pfizer, Bayer, Danone, and General Mills. As of June 2024, the company’s operations were spread over 28 countries and had supported obtaining consent from 40,000+ patients across 40 clinical trials since its launch.In March 2022, Obvio partnered with Renovia to conduct the first fully virtual trial in urogynaecology, based on Renovia’s Leva device. The device helped patients with performing kegel exercises more effectively, in addition to monitoring compliance over the trial period.In November 2023, Obvio then partnered with Chemist Warehouse, the largest retail pharmacy chain in Australia, to improve the reach and efficiency of clinical trials. Through the partnership, Chemist Warehouse agreed to promote ObvioHealth-managed trials to its customers in Australia, using both offline and online channels. Additionally, ObvioHealth agreed to utilize Chemist Warehouse's Telehealth services for studies that require clinician assessments. The collaboration aimed to increase the awareness and convenience of clinical trials, addressing two major hurdles in participant recruitment. The long-term goal of the partnership was to expedite the introduction of innovative therapies to the market more efficiently and economically. Funding and financialsThe company raised USD 31 million of Series B funding in June 2021 led by Dedalus Group and Novotech Health. The investment was primarily strategic, with Obvio benefiting from its Dedalus partnership in terms of European clinical trial compliance, while it became Novotech Health’s preferred virtual clinical trial provider.

Obvio Health

Companies offering data and workflow management platforms and solutions to assist with the operational management of a clinical trial, including site management, monitoring processes in terms of risk and documentation, and payment automation.

Companies that offer workflow management platforms that are used to manage logistics tasks and processes for clinical trials, primarily the randomization of assigning patients in a clinical trial and automation of logistics workflows based on clinical trial data.

This is the use of software, incorporating AI and Machine Learning technology to improve the matching process of patients with suitable clinical trials.

Companies that offer software solutions for identifying and evaluating potential trial sites, along with documentation and workflow management systems to complete the processes before launching, including electronic patient consent and other required regulatory tasks.

Companies that provide software tools that help with the design of clinical trials, including identifying protocol violations, collecting participant input on potential design ideas for the trial, and crowdsourcing of protocol ideas for clinical trials.

Most CTT platforms are offered on a B2B basis to companies carrying out clinical trials

Startups in this hub use IoT to support report patient monitoring and data gathering

Offers digital platforms that accelerate clinical trials and evaluations

AI/ML algorithms can be used to automate the analysis of patient data

Startups in this hub seek to improve clinical trial diversity by including underrepresented communities

<div>
 
 Saama Technologies is a healthcare data analytics company that leverages AI and machine learning (AI/ML) to assist pharmaceuticals and drug developers to expedite the process of bringing therapeutics to the market. The company does this by using its Life Science Analytics Cloud (LSAC), which was trained using more than 300 million clinical data points. LSAC gathers large sets of clinical data from third parties and organizes them to simplify data interpretation and analysis.&nbsp;
 
 
 The company offers a Deep Learning Intelligent Assistant, which can assess data and answer questions from researchers and other stakeholders. It has also developed a range of smart applications to automate key tasks, including mapping and managing data as well as cleaning up and improving data accuracy.
 
 
 Additionally, the platform supports pharmacovigilance&mdash;the monitoring and assessment of potential adverse effects from drugs by incorporating active surveillance of real-world data from patients. This technology was developed in partnership with Gilead Sciences.
 
 
 Key customers and partnerships
 
 
 As of October 2021, Saama&rsquo;s platform has been used by over 50 pharma and biotechnology companies, including 20 top pharmaceutical companies, across 1,500 clinical studies. The company&rsquo;s customer base includes Pfizer, Otsuka, Roche, Regeneron, Replimune, Syneos Health, Gilead, Immunogen, and Kaiser Permanente.&nbsp;
 
 
 Saama has also partnered with a range of organizations to strengthen its platform including 1) Citeline to incorporate Saama&rsquo;s AI into Citeline platforms, 2) Datavant to help map patient journeys during a clinical trial, and 3) Oracle Health Sciences to offer Saama&rsquo;s modules as add-ons to the Oracle Clinical One platform, 4) 
 <a href="https://www.fiercebiotech.com/medtech/merck-selects-saama-add-machine-learning-tech-drug-development-process">
 Merck
 </a>
 to leverage its AI capabilities to integrate the LSAC technology into Merck&rsquo;s clinical development systems (August 2022), and 5) 
 <a href="https://sp-edge.com/updates/22891">
 AstraZeneca
 </a>
 to develop and commercialize AI drugs (October 2023).&nbsp;
 
 
 Funding and financials
 
 
 In October 2021, Saama Technologies raised USD 430 million in a funding round led by Carlyle Group. The proceeds were earmarked for expanding the go-to-market efforts of the company, along with continued R&amp;D in AI technology.
 
</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. 

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

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The California-based AI-powered cloud software company, Saama Technology, has entered a multi-year collaboration with biopharmaceutical leader AstraZeneca for the development and commercialization of AI drugs. The specific details and financial terms of the agreement have not been disclosed. The partnership aims to improve AstraZeneca's clinical data management and medical review processes by leveraging Saama's AI-enabled technology platform. Saama's Smart Data Quality (SDQ), Data Hub, and Patient Insights solutions will be integrated into AstraZeneca's systems to achieve faster database lock, efficient data reviews, and smarter medical reviews. The ultimate goal of this collaboration is to accelerate clinical development and bring about medical advancements for patients.

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