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Valinor Raises $13 Million to Increase Clinical Trial Success Rates with Proprietary ML Models

Valinor Raises $13 Million to Increase Clinical Trial Success Rates with Proprietary ML Models

January 12, 2026 Craig Etkin

Funding will further scale the company’s multimodal ML platform for patient selection

SAN FRANCISCO–(BUSINESS WIRE)–Valinor, a pioneering AI company leveraging advanced machine learning models to increase the probability of clinical trial success by deeply understanding patient response, today announced $13 million in funding. The seed funding was led by CRV, Harpoon Ventures, Amino Collective, and Pelion Venture Partners. Other participants include numerous leading angel investors and operators such as Charlie Songhurst, Surya Midha (co-founder of Mercor), Axel Ericsson, and Kyle Harrison.

Funding will further scale the company’s multimodal ML platform for patient selectionShare

“Our models are built to surface meaningful features that underlie patient response. We believe this approach will empower our pharmaceutical partners to improve clinical trial success rates, cut R&D costs and, most importantly, speed the delivery of life-saving medicines to patients,” said Joshua Pacini, Founder and Chief Executive Officer of Valinor. “With this funding, we are accelerating the expansion of our proprietary matched omics and clinical outcome datasets and advancing our AI models that allow our pharma partners to make smarter, data-driven decisions in drug development.”

Valinor’s models are trained on matched datasets of patient-derived multi-omic samples and treatment outcomes. The proprietary platform powers the first multimodal machine learning models trained to predict patient response across disease indications to rapidly identify patients more likely to respond favorably to a new drug. Utilizing Valinor’s platform, drug developers can distinguish responders from non-responders while surfacing novel biology associated with response that can reframe target patient populations, and uncover potential new indications based on real-world patient data.

“As early backers of tech bio pioneers like Recursion, we’ve seen AI become the driving force accelerating the next generation of drug development. Valinor pushes the frontier further with an AI-first, disease-focused platform training on exceptional clinical data. We believe this approach can meaningfully improve clinical trial success,” said Brittany Walker, General Partner at CRV.

With this financing, Valinor will further expand its proprietary datasets and recruit additional top-tier machine learning talent to expand the company’s San Francisco-based team.

Follow Valinor on LinkedIn and X, and visit ValinorDiscovery.com to learn more about Valinor’s approach or collaborate on customized patient selection models for specific assets, diseases, or clinical endpoints.

About Valinor

Valinor is revolutionizing therapeutic R&D by using machine learning combined with proprietary clinical datasets. Valinor is currently developing a suite of patient-derived datasets and predictive models to empower drug developers to predict patient response. By reducing trial-and-error and de-risking development, Valinor aims to accelerate breakthroughs across therapeutic areas and drug modalities.

Contacts

Media Contact:
Eric Schudiske
eric@bioscribe.com

Company Contact:
Joshua Pacini
josh@valinordiscovery.com
LinkedIn: www.linkedin.com/in/joshua-pacini-0548351aa/
X: www.x.com/joshpacini

Copyright © 2025 Cision US Inc.


Venture Capital
California, Cision, San Francisco, Valinor, Venture Capital

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Fabric, a leader in care delivery and consumer experience, has announced the acquisition of UCM Digital Health (UCM), a leading digital health and telehealth provider. The acquisition expands Fabric's services to about 400 new employer and payer customers, adding one million covered lives. Fabric now serves over 75 health systems, 30,000 employers, and over 100 million lives across all 50 states. This marks Fabric’s fifth acquisition in less than three years, underscoring its strategic build-and-buy approach to unify the fragmented digital health landscape. By expanding its footprint in the payer and employer markets, Fabric is extending its comprehensive care access and experience platform paired with its nationwide provider network to streamline virtual-first care, expand access, improve efficiency and outcomes, and reduce both medical and overhead costs.

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Flex has closed a $60 million Series B equity round led by Portage, bringing total equity raised to $105 million. In the last year, the company has quadrupled revenue and tripled its payments volume to $3 billion as it scales its all-in-one business and personal finance platform for high-net-worth middle-market business owners. Running a profitable middle-market business has become one of the most complex financial jobs in America, with owners often juggling more than ten disconnected systems to manage their money. Flex was created to give these high net worth owners a single place to run both their business and personal finances. This latest $60 Million equity round, followed by its $200 Million debt and $25 Million equity raise announced earlier this year, builds on a period of rapid hypergrowth. In just 12 months, Flex has grown revenue fourfold and increased annualized total payments volume from $1 billion to $3 billion across a suite of products, positioning Flex as one of the fastest-growing fintech companies at scale with best-in-class capital efficiency.

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Across the United States, a new industrial age is taking shape. Trillions of dollars in infrastructure, from energy projects and advanced manufacturing to data centers and critical mineral facilities, must be built in the next decade. But large construction projects are slower and more expensive today than they were half a century ago. Unlimited Industries, a California-based company using AI to rethink how infrastructure gets built, has raised $12 million in seed funding to change that. The round was co-led by Andreessen Horowitz and CIV, with participation from leading industry investors. The capital will accelerate Unlimited’s expansion and further develop its proprietary AI platform – one designed to make large-scale engineering and construction faster, cheaper, and more ambitious.

Unlike traditional construction firms or standard software companies, Unlimited is an AI-native construction company that both designs and builds. Its proprietary platform can generate and evaluate hundreds of thousands of design configurations in parallel, automatically identifying optimal layouts for cost, safety, and performance before construction begins. By integrating AI-driven design with its own vertically integrated engineering and construction teams, Unlimited eliminates the costly handoffs and misaligned incentives that have defined the industry for decades.

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Unlimited is an AI-native construction company headquartered in San Francisco. Today, the company designs and builds across energy infrastructure, data centers, critical minerals, and advanced manufacturing, helping developers build with greater speed, ambition, and efficiency. Their mission is to build a future of radical physical abundance by automating construction end-to-end. The company was founded in 2025 by serial founders Alex Modon, Jordan Stern, and Tara Viswanathan.
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