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Form Bio

No-code platform for computational biology workflows

Overview

Form Bio provides a software platform that helps scientists do more computational work with less effort and time. The platform lets users iterate faster on datasets, workflows, and results without needing any coding or development skills. It combines expertise from artificial intelligence, bioinformatics, and biology into a single, cohesive experience, enabling easy citation and sharing of datasets, methodologies, and findings, and allowing peers and partners to deconstruct and reconstruct research. Unlike many competitors, Form Bio emphasizes a no-code interface, integrated cross-disciplinary knowledge, and strong collaboration features. The company aims to save researchers time and maximize the impact of their work, widely adopted by leading institutions like Harvard Medical School, MIT, and the University of Melbourne, and is positioned as a key tool for conservation and de-extinction research.

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About Form Bio

Simplify's Rating
Why Form Bio is rated
B-
Rated B on Competitive Edge
Rated B on Growth Potential
Rated C on Differentiation

Industries

Data & AnalyticsEnterprise SoftwareAI & Machine LearningBiotechnology

Company Size

11-50

Company Stage

Series A

Total Funding

$30M

Headquarters

San Carlos, California

Founded

2022

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Simplify's Take

What believers are saying

  • May 11, 2026 FormManufacturing targets manufacturing bottlenecks that drive 74% of FDA rejections.
  • September 28, 2026 Meeting on the Mesa visibility keeps pipeline conversations active.
  • Customer programs claim 8x genome integrity and 2-3x yield gains, supporting sales.

What critics are saying

  • Form Bio raised only $30.5 million since 2022, limiting burn tolerance.
  • Thirty-eight employees as of August 2026 cannot support many concurrent wet-lab programs.
  • If AAV adoption stalls, Form Bio loses its core wedge and fundraising narrative.

What makes Form Bio unique

  • Form Bio unifies AI design, wet-lab validation, and manufacturing analytics for AAV programs.
  • Its January 2026 San Carlos wet lab closes the loop from prediction to evidence.
  • Google Cloud Marketplace workflows and FormManufacturing deepen platform lock-in with enterprise users.

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Funding

Total Funding

$30M

Above

Industry Average

Funded Over

1 Rounds

Series A funding typically happens when a startup has a product and some customers, and now needs funding to scale. This money is usually used to grow the team, expand marketing, and improve the product. Venture capital firms are frequently the main investors here.
Series A Funding Comparison
Above Average

Industry standards

$15M
$8.2M
$15M
$30M
$30M

Benefits

  • Hybrid Work Options
  • Phone/Internet Stipend
  • Wellness Program

Growth & Insights and Company News

Headcount

6 month growth

-5%

1 year growth

-5%

2 year growth

-2%
PR Newswire
Sep 28th, 2026
Form Bio to showcase integrated AI and wet lab Gene Therapy Development solutions at Cell & Gene Meeting on the Mesa.

Form Bio to showcase integrated AI and wet lab Gene Therapy Development solutions at Cell & Gene Meeting on the Mesa. Sep 28, 2026, 09:00 ET Form Bio's integrated AAV gene therapy platform connects AI-powered vector design, wet lab validation, and manufacturing and quality insights to help developers address challenges earlier in development. SAN CARLOS, Calif., Sept. 28, 2026 /PRNewswire-PRWeb/ - Form Bio, a leader in AI-powered solutions for genetic medicine and genome engineering, today announced that its leadership team will attend Cell & Gene Meeting on the Mesa 2026, where the company will showcase its integrated approach to gene therapy development that connects computational design, wet lab validation, and manufacturing and genomic quality control. As gene therapy programs advance, critical manufacturing challenges emerge only after a candidate has already been designed and selected, when making changes can be difficult and costly. Form Bio is bringing manufacturability considerations earlier into development, enabling researchers to assess sequence and vector characteristics that may influence manufacturing performance while designs can still be refined and optimized. "The industry has historically treated design and manufacturing as sequential but separate parts of development," said Michelle Chen, PhD, CEO of Form Bio. "We believe there is an opportunity to connect them much earlier. If you can identify manufacturing challenges while designing the AAV payload and vector sequence, you can make better-informed design decisions before they become costly downstream problems. Form Bio helps our partners address these challenges," said Dr. Chen. Bringing Manufacturability Into the Design Conversation Form Bio has expanded its platform over the past year to connect computational design with experimental validation and manufacturing-focused insights. The company recently opened its wet lab facility at MBC BioLabs in San Carlos, California, enabling researchers to connect computational predictions with biological evidence. This "Lab in the Loop" approach creates a continuous feedback cycle in which vector designs can be evaluated experimentally, with resulting data informing subsequent design iterations. By connecting design, validation, and manufacturing insights, developers can evaluate important characteristics earlier, when design decisions remain more flexible. Form Bio's integrated platform includes: * FormSightAI(TM): AI-powered computational platform for genetic medicine and vector design, enabling developers to design and optimize therapeutic constructs in silico. * FormLab: Integrated wet lab validation services that connect computational design with experimental data to validate and optimize genetic medicine candidates. * FormBatchQC(TM): Genomic quality and comparability analytics that assess genome integrity, detect impurities, and evaluate lot-to-lot consistency. * FormManufacturing(TM): End-to-end platform for designing, optimizing, and monitoring manufacturability from initial construct design through scale-up. Together, these capabilities support a more connected approach to development in which biological performance, quality, and manufacturability can be considered earlier, when design decisions remain more flexible. Customer programs have demonstrated up to 8x improvement in genome integrity, 2-3x higher manufacturing yield, and 5x improvement in controllable expression. Presenting & Attending at Cell & Gene Meeting on the Mesa 2026 Form Bio continues to grow customer programs and strategic collaborations spanning genetic medicine, cell and gene therapy, and genome engineering. President & CEO Michelle Chen, PhD, AVP of Genetic Medicine Chris Tan, PhD, and AVP of Business Development David Kiger will be on-site throughout the conference to connect with industry partners, prospective customers, investors, and collaborators. As part of the Innovation Spotlight, Dr. Tan will present: "Designed to Be Made: Solving Gene Therapy Development Problems Before They Start" Tuesday, October 6, 2026 | 4:00 PM MST The presentation will explore how decisions made during therapeutic design can influence downstream development and manufacturing, and how developers can incorporate manufacturability, quality, and safety considerations earlier in the process, when designs can still be refined and optimized. Form Bio leadership will be available throughout the conference to meet with partners, prospective customers, investors, and collaborators. To schedule a meeting at Meeting on the Mesa, please contact [email protected]. About Form Bio Form Bio is a leader in developing AI-powered solutions for genetic medicine and genome engineering. Since spinning out from Colossal Biosciences in 2022, the company has become a trusted innovation partner to cell and gene therapy developers and beyond. By combining advanced computational technologies with integrated wet lab validation in one connected platform, Form Bio delivers deep insights into genome integrity, optimized payload design, and other critical factors-enabling safer, more efficacious, and more manufacturable therapeutics. By reducing risk, shortening timelines, and optimizing outcomes, Form Bio helps drug developers accelerate the path from discovery to the clinic. For more information, visit www.formbio.com or follow 2womenshealth on LinkedIn. Media Contact SOURCE Form Bio

Associated Press
May 11th, 2026
Form Bio launches AI platform to fix gene therapy manufacturing, boosting genome integrity 8x and yields up to 3x

Form Bio has launched FormManufacturing, an AI-driven platform designed to predict, optimize and monitor manufacturability for cell and gene therapies from initial design through commercial scale-up. The platform initially focuses on adeno-associated virus (AAV) therapies. The platform combines AI-driven design optimisation to identify manufacturing risks before laboratory work begins with genomic quality analytics that track product integrity through scale-up. Form Bio reports customer programmes have achieved eight times improvement in genome integrity, two to three times increase in manufacturing yield and five times improvement in controllable expression. The launch addresses a critical industry challenge, as 74% of FDA rejections stem from quality or manufacturing issues. Form Bio, which spun out from Colossal Biosciences in 2022, will showcase the platform at the ASGCT Annual Meeting in Boston from 11–15 May.

The Globe and Mail
Aug 18th, 2025
Form Bio Appoints Michelle Chen, Ph.D. as President and Chief Executive Officer

AUSTIN, TX / ACCESS Newswire / August 18, 2025 / Form Bio, a leading provider of AI-powered solutions for genetic medicine and genome engineering, today announced the appointment of Michelle Chen, Ph.D., as President, Chief Executive Officer and member of the Board of Directors.

Securities.io
Apr 11th, 2025
Dire Wolves Cloned: Biotech Breakthrough Redefines Extinction

Scientific ResurrectionEven before the dawn of civilization, many species went extinct, usually from a mix of climate warming at the end of the Ice Age, and over-hunting or competition with early human populations.As this happened “only” 10,000 years ago, this means that these recently extinct species left bodies, especially in cold regions, with still-recoverable DNA. So while the Jurassic Park idea of finding dinosaurs' DNA will likely remain science fiction, some extinct species could potentially be revived.And that’s precisely what a biotech company called Colossa l Biosciences claimed to have achieved with an extinct species of wolf: The dire wolf.The animal has been extinct for 12,500 years and became a popular “mythic” animal thanks to its central role in G.R.R. Martin's fantasy story and the HBO series Game of Thrones.Of course, Colossal realized the PR potential here and got the freshly “resurrected” dire wolf puppies in a picture with the famous author, as well as naming one of the wolves after a character in the books.“We've made three dire wolf puppies. There’s Romulus and Remus, which are five months old and around 80 pounds. They're beautiful. Then there’s Khaleesi, a little over six weeks old

PharmiWeb
Jun 27th, 2024
Form Bio And Pacbio Announce Collaboration To Launch New Resources Set To Transform Aav Design And Analysis Best Practices

Companies Form Expert Working Group to Introduce Essential Tools for AAV Development and Research ProfessionalsSAN FRANCISCO / ACCESSWIRE / June 27, 2024 / Form Bio, the provider of advanced computational life sciences technology and PacBio (NASDAQ:PACB), a leading developer of high-quality, highly accurate sequencing solutions, today announced a range of new initiatives aimed at advancing and unifying the AAV industry. The initiatives, including an AAV data dictionary, open-source tools and more, are being driven by a new AAV Working Group, jointly assembled by Form Bio and PacBio and composed of leading AAV experts across industry and academia. The resulting materials are being made available on a new AAV Resource Hub at aav.formbio.com.AAV is widely recognized as one of the most promising technologies for gene therapy due to its non-pathogenic nature. However, collaboration on AAV-based programs is often hindered by industry silos that lead to divergent terminology and methods, which can differ widely between various companies and institutions operating at the forefront of AAV innovation. In addition, the lack of standard definitions and practices works against uniformity of regulatory submissions, making it harder and more time consuming for regulatory agencies to evaluate potential new therapies.In response, Form Bio and PacBio have convened leading experts to form an AAV Working Group dedicated to developing and promoting standardized nomenclature and reporting practices to foster consistency and reliability in AAV research and development. The charter of the newly formed AAV Working Group is to develop standardized nomenclature, establish standardized reporting, and promote widespread adoption of these initiatives.Members of the AAV Working Group include:Nam Tonthat, Ph.D - Asklepios BioPharmaceuticalPranam Chatterjee, Ph.D - Department of Biomedical Engineering, Duke UniversityDouglas McCarty, Ph.D - Nationwide Children's HospitalPhillip W.L

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