PPhylo builds an Integrated Biology Environment (IBE) called Biomni Lab, a central AI-powered workspace designed to unify the fragmented software tools, databases, and analysis packages scientists use. It functions as an orchestration layer with a chat-like interface that lets researchers plan experiments, analyze data, search literature, and visualize results (including 3D molecular models) by issuing natural-language commands. It connects to hundreds of specialized tools and databases and uses AI agents to automatically format data and move it between systems, reducing manual work. The core product is offered in a freemium model, with Biomni Lab available as a free cloud service (with usage limits) and a paid enterprise version that provides dedicated infrastructure, custom agents, and stronger security.
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Phylo's Biomni Lab to expand the use of AI agents in scientific research at Bayer. Phylo announced a partnership with Bayer to deploy Biomni Lab, Phylo's agentic AI platform, to accelerate scientific research and evaluation. South San Francisco, CA - October 22, 2026 Phylo, Inc. announced today a partnership with Bayer to deploy Biomni Lab, Phylo's agentic AI platform, to accelerate scientific research and evaluation. Under the agreement, Phylo will provide Bayer with full access to its agentic platform that helps Bayer scientists bring together scientific literature, biomedical data, and analytical methods in one environment, reducing the manual effort required to assemble and assess evidence. The platform's inspectable workflows preserve the context behind each result, allowing researchers to review the underlying sources, methods, and execution and apply their own scientific judgment. Bayer scientists will gain access to Biomni Lab for workflows focused on assembling literature and omics evidence for drug discovery. "This partnership reflects our belief that AI should expand scientific curiosity, not just speed up routine work. Giving our scientists an AI partner that brings rigor to every step lets them explore more ideas, ask bolder questions, and find the insights that move drug discovery forward, ultimately accelerating the pace at which we can bring new medicines to patients," said Sai Jasti, Senior Vice President, Head of Data Science & Artificial Intelligence, Bayer Pharmaceuticals R&D. "For agentic AI to matter in research, it has to earn the trust of the scientists doing the work. Bayer's selection of Biomni Lab is a strong endorsement of the scientific rigor and AI capabilities we've built into the platform," said Kexin Huang, Ph.D., Co-Founder and CEO of Phylo. "Our vision is an AI-native operating system for biopharma, where every scientist can direct a team of AI agents to pursue complex research questions. With Bayer, we aim to show what becomes possible when AI capabilities meet deep scientific expertise: more hypotheses explored, more discoveries made, and new possibilities for medicine." R&D leaders can request an enterprise demonstration of Biomni Lab at [email protected]. About Phylo. Phylo's mission is to bring the best agentic intelligence to every biomedical scientist. Its enterprise-grade AI platform, Biomni Lab, is the first Integrated Biology Environment - a unified workspace where scientists collaborate with AI agents across literature research, experimental design, biological data analysis, and scientific decision-making. Biomni Lab is now used by leading global biopharma, including Bayer, Chugai Pharmaceutical, and Ono Pharmaceutical. Phylo is based in South San Francisco, backed by Andreessen Horowitz (a16z) and Menlo Ventures.
Phylo, a South San Francisco startup, has partnered with Bayer to deploy Biomni Lab, its agentic AI platform for scientific research. The deal was announced on October 22, 2026. Bayer scientists will use the platform to gather literature and omics evidence for drug discovery. It brings papers, biomedical data, and analytical methods into one place, cutting manual effort. Researchers can review the sources, methods, and execution behind each result. "Giving our scientists an AI partner that brings rigor to every step lets them explore more ideas," said Sai Jasti, senior vice president and head of data science and artificial intelligence at Bayer Pharmaceuticals R&D. Chugai Pharmaceutical and Ono Pharmaceutical also use Biomni Lab. Andreessen Horowitz and Menlo Ventures back Phylo.
Phylo has launched Target Atlas, an AI-powered app that accelerates drug target prioritisation from months to days. Built on the company's Biomni Lab platform, the tool uses AI agents to curate and synthesise evidence across thousands of target–disease assessments whilst leaving final decisions to scientists. The Michael J. Fox Foundation has partnered with Phylo to develop a Parkinson's edition of Target Atlas. The foundation's Targets to Therapies initiative established a transparent prioritisation framework that Target Atlas now makes openly explorable with source-linked analyses. Target choice is critical in drug development, with mechanisms supported by human genetic evidence showing 2.6-fold higher probability of approval success. Target Atlas addresses this by creating continuously updateable, auditable evidence layers across genetics, expression, clinical activity, and safety data. The public edition is free with a Biomni account. Phylo raised $13.5 million in seed funding co-led by Andreessen Horowitz and Menlo Ventures' Anthology Fund.
Phylo launches Target Atlas to speed up target prioritization. * By Phylo, Inc. * Sep 29, 2026 The Michael J. Fox Foundation for Parkinson's Research Targets to Therapies Initiative has partnered with Phylo on a Parkinson's edition of Target Atlas. Hundreds of AI agents curate and synthesize evidence across thousands of target-disease assessments, with the first disease-specific application developed with The Michael J. Fox Foundation Targets to Therapies initiative SOUTH SAN FRANCISCO, Calif., Sept. 29, 2026 /PRNewswire/ - Phylo today launched Target Atlas, an agentic target-prioritization app built on Biomni Lab, the company's Integrated Biology Environment. Target Atlas can cut the evidence-gathering behind target reviews from months of work by teams of scientists to days, creating a shared record that links findings to their sources and can be updated as new research appears. AI agents apply consistent analyses across targets, while scientists decide which evidence matters and how much weight it should carry. Teams can change those weights to see how their own criteria alter the rankings. Free with a Biomni account, the public edition of Target Atlas spans thousands of target-disease assessments, presented through source-linked target profiles and interactive 2x2 plots. ADVERTISING Only about one in ten drug programs that enter clinical development is approved (Hay et al., Nature Biotechnology, 2014). Target choice is one of the earliest and least expensive points at which to change a drug program - and one of the most costly to get wrong - yet the evidence needed to choose well is fragmented across genetics, expression, clinical activity, safety, tractability, biomarkers, competition, and the literature, and changes continuously. Drug mechanisms with human genetic support are associated with an estimated 2.6-fold higher probability of success from Phase 1 to approval (Minikel et al., Nature, 2024). The finding supports a broader premise: stronger, converging evidence at target selection should improve the odds of clinical success, underscoring the value of a current, auditable evidence layer. The Michael J. Fox Foundation's Targets to Therapies (T2T) Initiative established a transparent Parkinson's target-prioritization framework through community nominations, expert panels, curated scorecards, and a published methodology (Vaiana et al., npj Parkinson's Disease, 2025). MJFF's Parkinson's edition of Target Atlas makes that expert framework openly explorable and connects it to source-linked analyses that can be refreshed as new evidence emerges. "The Michael J. Fox Foundation's single, urgent goal remains to find better therapies and a cure for people and families with Parkinson's. Expanding the number of well-characterized, druggable targets is a critical part of the puzzle," said Gaia Skibinski, VP, Head of Translational Therapeutics at The Michael J. Fox Foundation for Parkinson's Research. "As the pace of technology and science evolve, we look forward to exploring how emerging tools in AI, like Phylo's Target Atlas, can help researchers move promising targets toward potential new Parkinson's treatments." "The T2T initiative is exactly the kind of multi-database, multi-expert prioritization that takes a community months to do by hand. Target Atlas shows that agents can assemble and score that evidence in days and keep it current - without replacing the expert judgment that decides which evidence matters. Our collaboration demonstrates what becomes possible when a foundation's expert framework is connected to a continuously updateable evidence layer, and our goal is to bring that model to every major disease," said Kexin Huang, Ph.D., Co-founder and CEO of Phylo. Because target prioritization spans scientists, team leads, and senior R&D leaders, Target Atlas gives teams a shared, source-linked view for comparing evidence and aligning on decisions. Across diseases, versioned computational skills turn evidence from databases, papers, and disease datasets into dashboards and source-linked profiles that record source, date, coverage, and missingness. Researchers can compare targets in interactive 2x2 plots, inspect the evidence behind each result, and use chat to explore the evidence or edit private views. MJFF's Parkinson's edition is one application of the broader Target Atlas, which Phylo plans to expand across all major diseases in the public edition over time. Available by annual license for a governed Biomni deployment, the enterprise edition of Target Atlas enables 20,000-plus targets per selected disease, proprietary data integration, target-pair dashboards, and AI/ML-based scoring. Phylo is seeking foundations, consortia, and patient organizations to sponsor additional disease editions published free to their communities, with each organization's framework represented in scoring. Target Atlas, including the MJFF Parkinson's edition, is available today at https://biomni.phylo.bio. R&D leaders can request an Enterprise demonstration, and foundations and consortia can discuss sponsoring a disease, by reaching out to [email protected]. About Phylo Phylo's mission is to bring the best agentic intelligence to every biomedical scientist. Its enterprise-grade AI platform, Biomni Lab, is the first Integrated Biology Environment - a unified workspace where scientists collaborate with AI agents across literature research, experimental design, biological data analysis, and scientific decision-making. Biomni Lab is now used by leading global biopharma, including Chugai Pharmaceutical and Ono Pharmaceutical. Phylo is based in South San Francisco, and raised a $13.5 million seed round co-led by Andreessen Horowitz (a16z) and Menlo Ventures' Anthology Fund with Anthropic. About The Michael J. Fox Foundation's Targets to Therapies Initiative The Michael J. Fox Foundation for Parkinson's Research (MJFF) launched its Targets to Therapies Initiative in 2024 to expand promising, druggable biological targets in the Parkinson's disease translational pipeline. It combines community-sourced nominations with expert panel-guided prioritization and validation roadmaps, drawing on MJFF datasets and collaborations with Aligning Science Across Parkinson's (ASAP), including the Collaborative Research Network, Parkinson's Progression Markers Initiative, and Global Parkinson's Genetics Program. SOURCE Phylo, Inc.
ITBusinessToday weekly News roundup knowledgework, Microsoft, pulsepoint, Chugai & more. Last updated: August 7, 2026 1:11 pm In Tech news this week... Microsoft has introduced Copilot Cowork, expanding AI-powered workplace automation by enabling intelligent collaboration between employees and AI agents to streamline business operations and improve enterprise productivity. In industrial tech news this week... Microsoft's Copilot Cowork is also reshaping industrial operations by bringing AI-driven automation and collaborative intelligence to manufacturing, engineering, and enterprise workflows, helping organizations accelerate digital transformation. In FinTech news this week... KnowledgeWork has launched its Sales AI Agent Platform, empowering businesses to automate sales workflows, improve customer engagement, and enhance revenue generation through intelligent AI-driven sales operations. In health tech news this week... Phylo has partnered with Chugai to develop an agentic AI platform that accelerates pharmaceutical research, improves drug discovery processes, and supports the future of AI-driven healthcare innovation. In MarTech news this week... PulsePoint has launched an AI-powered marketing platform tailored for the healthcare industry, enabling organizations to deliver more personalized, data-driven, and effective patient engagement campaigns. In gov tech news this week... Japan is planning a secure defense cloud for classified data, strengthening military cybersecurity, digital infrastructure, and secure information sharing to support the country's evolving national defense strategy. Article of the week. Advanced semiconductor packaging is becoming Japan's next competitive advantage, with 3D chip integration technologies enabling higher performance, greater energy efficiency, and the next generation of AI and high-performance computing systems. Stay tuned for more such updates! ITBT Staffwriter is an in-house contributor at IT Business Today, responsible for delivering timely News and QuickBytes. The author covers the latest developments across IT, tech, and enterprise solutions to keep readers informed with concise and impactful updates. August 7, 2026
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Industries
Company Size
11-50
Company Stage
Seed
Total Funding
$13.5M
Headquarters
South San Francisco, CA
Founded
2025
Find jobs on Simplify and start your career today
Don't see your dream role? Check out thousands of other roles on Simplify.Browse all jobs