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Phylo

Unified AI platform coordinating biology workflows

Overview

Phylo 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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About Phylo

Simplify's Rating
Why Phylo is rated
B
Rated B on Competitive Edge
Rated A on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsEnterprise SoftwareAI & Machine LearningBiotechnology

Company Size

11-50

Company Stage

Seed

Total Funding

$13.5M

Headquarters

South San Francisco, California

Founded

2025

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Simplify's Take

What believers are saying

  • Phylo launched Target Atlas on September 29, 2026, expanding product breadth fast.
  • Michael J. Fox Foundation partnership gives Phylo a credible Parkinson’s distribution channel.
  • The $13.5 million seed round from a16z and Menlo funds enterprise expansion.

What critics are saying

  • Biomni Lab faces workflow incumbents like Benchling and BioRender, pressuring pricing by 2027.
  • Enterprise adoption hinges on secure integration; one failed deployment at Chugai hurts credibility.
  • An existential risk: if agents miss critical biology, scientists reject Phylo as unsafe.

What makes Phylo unique

  • Biomni Lab unifies biology workflows across literature, data analysis, and experiment design.
  • Target Atlas turns auditable target prioritization into a shared, source-linked decision layer.
  • Chugai and Ono adoption validates Phylo’s agentic workflow orchestration in pharma.

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Funding

Total Funding

$13.5M

Above

Industry Average

Funded Over

1 Rounds

Notable Investors:
Seed funding is usually the first official round after pre-seed, when a startup has a prototype or concept. It’s typically used to develop the product, test the market, and start building the team. Investors here are often angel investors or early-stage venture capitalists.
Seed Funding Comparison
Above Average

Industry standards

$3.3M
$2M
$2.3M
$3M
$13.5M

Benefits

  • Health Insurance
  • Dental Insurance
  • Vision Insurance
  • 401(k) Retirement Plan
  • Unlimited Paid Time Off
  • Hybrid Work Options
  • Wellness Program
  • Mental Health Support

Growth & Insights and Company News

6 month growth

-21%

1 year growth

-28%

2 year growth

-28%
PR Newswire
Oct 22nd, 2026
Bayer partners with Phylo to deploy Biomni Lab AI agents in drug discovery research

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.

PR Newswire
Sep 29th, 2026
Phylo's Target Atlas cuts drug target review time from months to days with AI agents

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.

IT Business Today
Aug 7th, 2026
ITBusinessToday weekly News roundup knowledgework, Microsoft, pulsepoint, Chugai & more.

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

PR Newswire
Aug 4th, 2026
Phylo partners with Chugai to deploy AI agents across drug discovery workflows

Phylo has partnered with Chugai Pharmaceutical to deploy Biomni Lab, an AI platform for biomedical research, across Chugai's drug discovery workflows. The collaboration aims to address bottlenecks in drug discovery by consolidating analytical work that is currently slow and fragmented across disconnected tools and datasets. Biomni Lab is an integrated biology environment that combines AI capabilities with hundreds of biomedical resources in one workspace. The platform will support Chugai's research across single-cell analysis, human genetics, disease biology, and target evaluation by connecting with the company's proprietary research data. The partnership follows Biomni's open-source release, which attracted early users from Chugai. The platform is publicly available at phylo.bio, and Chugai joins Phylo's founding customers exploring how AI agents can accelerate drug discovery.

Phylo
Aug 4th, 2026
Phylo and Chugai partner to advance AI agents in drug discovery.

Phylo and Chugai partner to advance AI agents in drug discovery. Phylo announced a collaboration with Chugai Pharmaceutical to deploy Biomni Lab, Phylo's agentic AI platform for biomedical research, across Chugai's drug discovery workflows. South San Francisco, CA & Tokyo, Japan - August 4, 2026 Phylo, Inc. today announced a collaboration with Chugai Pharmaceutical Co., Ltd. to deploy Biomni Lab, Phylo's agentic AI platform for biomedical research, across Chugai's drug discovery workflows. This partnership addresses a familiar bottleneck in modern drug discovery: Analytical work behind every research decision is slow and fragmented, forcing scientists to move constantly between disconnected tools, datasets, and methods. As a result, valuable biomedical data too often sits static and underused. As an Integrated Biology Environment, Biomni Lab brings best-in-class AI capabilities and hundreds of biomedical resources into one workspace, giving each Chugai scientist a collaborator across the discovery process. By connecting with proprietary research data inside Chugai's secure environment, Biomni agents turn that data into stronger hypotheses and better-supported decisions, helping Chugai shorten discovery timelines and improve the probability of success in its programs. Biomni Lab will support Chugai's work across multiple areas of drug discovery, including single-cell analysis, human genetics, disease biology, and target evaluation. "We are excited about the opportunity to work with Phylo and explore the capabilities of Biomni Lab in our research environment. As scientific data continues to grow in scale and complexity, scientists need tools designed for the unique challenges of drug discovery research and capable of connecting insights across diverse sources of knowledge. We believe Biomni Lab can help our scientists explore scientific questions more effectively and accelerate our drug discovery to create innovative medicines for patients." - Sohei Oyama, Head of Biological Technology Dept. at Chugai "Chugai's scientists were some of Biomni's earliest users following our open-source release and we're excited to bring our full platform to even more scientists through this partnership. Our vision is to help biopharma become AI-native, and Biomni Lab is built to make that transition practical for discovery teams today. Chugai's longstanding track record of R&D innovation makes it an ideal setting to demonstrate how agentic AI can accelerate breakthrough discovery." - Kexin Huang, Ph.D., Co-Founder & CEO of Phylo Chugai joins Phylo's founding customers, a select group of research organizations defining how agentic AI transforms drug discovery. About Phylo and Biomni Lab. Phylo, Inc. is an applied AI research lab dedicated to agentic biology. The team is building Biomni Lab, an Integrated Biology Environment where scientists work with AI agents to make more discoveries, faster. It is publicly available today at phylo.bio. About Chugai Pharmaceutical Co., Ltd. Chugai Pharmaceutical Co., Ltd., headquartered in Tokyo, is a research-based pharmaceutical company with world-class drug discovery capabilities, including proprietary antibody engineering technologies. Chugai is committed to creating innovative pharmaceutical products that may satisfy unmet medical needs. Chugai is listed on the Prime Market of the Tokyo Stock Exchange. While maintaining autonomy and management independence, Chugai is an important member of the Roche Group. Additional information is available at https://www.chugai-pharm.co.jp/english/.

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