Founded Year



Grant | Alive

Total Raised


Last Raised

$3.1M | 2 mos ago

Mosaic Score

+40 points in the past 30 days

What is a Mosaic Score?
The Mosaic Score is an algorithm that measures the overall financial health and market potential of private companies.

About Citrine Informatics

Citrine Informatics provides AI-powered materials informatics. Citrine's machine learning-based platform mines vast quantities of data about materials, chemicals, and processes to help users hit their R&D and manufacturing targets in half the time.

Citrine Informatics Headquarter Location

702 Marshall Street 520

Redwood City, California, 94063,

United States


Citrine Informatics's Product Videos

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Citrine Informatics's Products & Differentiation

See Citrine Informatics's products and how their products differentiate from alternatives and competitors

  • Citrine Platform

    The Citrine Platform combines smart data infrastructure plus domain-specific AI workflows to accelerate materials, chemicals, and manufactured product development.


    We combine well-calibrated uncertainty estimates, a graphical, heirarchical approach to ML models, and the ability to incorporate domain knowledge into the ML model building workflow. This allows ou… 

    Data is structured on our platform in a way that reflects the complexity and heirarchical nature of materials and chemicals (called GEMD, created by Citrine and supported on our platform). 

    We earned two patents for our platform in the past year: 

    Patented technology that allows materials and chemicals manufacturers to predict the performance of new ingredients, even where data is unavailable. 

    Predictive “capability maps” that allow customers to evaluate the likelihood that different research directions will hit targets. 

Research containing Citrine Informatics

Get data-driven expert analysis from the CB Insights Intelligence Unit.

CB Insights Intelligence Analysts have mentioned Citrine Informatics in 5 CB Insights research briefs, most recently on Mar 16, 2022.

Expert Collections containing Citrine Informatics

Expert Collections are analyst-curated lists that highlight the companies you need to know in the most important technology spaces.

Citrine Informatics is included in 4 Expert Collections, including Advanced Materials.


Advanced Materials

1,244 items

Startups developing new or improved materials (chemicals, alloys, etc.) that provide physical or functional advantages to basic materials.


Artificial Intelligence

8,694 items

This collection includes startups selling AI SaaS, using AI algorithms to develop their core products, and those developing hardware to support AI workloads.


AI 100

100 items

The winners of the 4th annual CB Insights AI 100.


Advanced Manufacturing

3,490 items

Companies focused on the technologies to increase manufacturing productivity, ranging from automation & robotics to AR/VR to factory analytics & AI, plus many more.

Citrine Informatics Patents

Citrine Informatics has filed 4 patents.

The 3 most popular patent topics include:

  • Classification algorithms
  • Machine learning
  • Artificial neural networks
patents chart

Application Date

Grant Date


Related Topics




Machine learning, Classification algorithms, Artificial neural networks, Industrial design, Electronic design automation


Application Date


Grant Date



Related Topics

Machine learning, Classification algorithms, Artificial neural networks, Industrial design, Electronic design automation



Latest Citrine Informatics News

Ubiquitous Energy Announces Partnership with Citrine Informatics for AI-Driven Solar Materials Discovery

May 2, 2022

Partnership Accelerates Ubiquitous Energy’s Discovery and Deployment of New Transparent Solar Materials Using Artificial Intelligence Download May 02, 2022 09:00 AM Eastern Daylight Time REDWOOD CITY, Calif.--( BUSINESS WIRE )-- Ubiquitous Energy , a next-generation technology company that provides truly transparent solar products, has announced a long-term partnership with Citrine Informatics , the leading artificial intelligence service provider for materials development. Ubiquitous Energy will utilize the Citrine Platform for AI-driven materials discovery, accelerating the discovery and deployment of its proprietary transparent solar materials. Urgent climate change imperatives, disruptive geopolitical realities, and shifting consumer trends have coalesced to create surging demand for renewable energy sources, and solar power is at the forefront of this movement. Ubiquitous Energy is the world leader in transparent solar technology. To further advance its competitive edge, the company continues to develop new, more efficient transparent solar materials at the molecular level. This requires the company’s scientists and engineers to think differently and use cutting-edge technology to accelerate research. “We are exploring a near-infinite space of new material possibilities, so we need the ability to rapidly identify and assess the most promising materials. Citrine’s artificial intelligence platform allows us to do that,” said Miles Barr, Ubiquitous Energy co-founder and CTO. “By systematically incorporating artificial intelligence into our discovery and development process, we have already reduced the development time for new materials by over 50%, accelerating the time to market for future generations of our transparent solar materials.” The announcement follows Ubiquitous Energy launching and implementing the Citrine Platform for transparent solar materials in 2021. The effort was made possible by close collaboration between the two companies, which put in place an AI-driven new materials development workflow around Ubiquitous Energy’s proprietary semiconductor materials. The initial success paved the way for the companies to enter a long-term partnership agreement. “It’s exciting to see the platform being used by pioneering startups as well as large multinationals. In each case, the value of AI-driven R&D is clear and transformational,” said Citrine Informatics CEO Greg Mulholland. “Citrine’s mission is to enable a greener, more efficient world by accelerating the development and deployment of next-generation materials and chemicals, like those being pioneered by Ubiquitous Energy. This project achieves this in a very direct way.” About Ubiquitous Energy Headquartered in Silicon Valley, Ubiquitous Energy is a next-generation technology company that provides energy-efficient, transparent solar windows to both commercial and residential customers. A world leader in transparent photovoltaics, its award-winning technology was born from some of the world’s most prestigious university labs and is the world’s only truly transparent solar product. UE Power™ is a solar coating that integrates into standard windows without sacrificing beauty, design or vision, with endless possibilities for future applications. For more information please visit us at or connect with us via Facebook , Twitter , or LinkedIn . About Citrine Informatics Citrine Informatics is the award-winning materials informatics platform for data-driven materials and chemicals development. It won the 2017 World Materials Forum Start-up Challenge, the 2018 AI Breakthrough award as the “Best AI-based Solution for Manufacturing,” and 2020-2021 Cleantech 100 honors. The Citrine Platform combines smart materials data infrastructure and AI, which accelerates development of cutting-edge materials, facilitates product portfolio optimization, and codifies research IP, enabling its reuse and preventing its loss. Citrine’s customers include Panasonic, Michelin, LANXESS, and some of the biggest and most respected names in the materials and chemicals industry in Asia, North America, and Europe. Find out more at . Contacts

Citrine Informatics Web Traffic

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Citrine Informatics Rank

  • When was Citrine Informatics founded?

    Citrine Informatics was founded in 2013.

  • Where is Citrine Informatics's headquarters?

    Citrine Informatics's headquarters is located at 702 Marshall Street, Redwood City.

  • What is Citrine Informatics's latest funding round?

    Citrine Informatics's latest funding round is Grant.

  • How much did Citrine Informatics raise?

    Citrine Informatics raised a total of $52.55M.

  • Who are the investors of Citrine Informatics?

    Investors of Citrine Informatics include Advanced Research Projects Agency-Energy, Prelude Ventures, Innovation Endeavors, Paycheck Protection Program, next47 and 9 more.

  • Who are Citrine Informatics's competitors?

    Competitors of Citrine Informatics include MaterialsZone and 7 more.

  • What products does Citrine Informatics offer?

    Citrine Informatics's products include Citrine Platform.

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