What We’ve Learned

AI will transform R&D, but only if scientists can trust and adopt the tools built for them.

What sets Citrine apart from its competitors is its ability to deliver tangible business value swiftly, thanks to a unique blend of technological innovation and deep domain expertise.

ChatGPT has revolutionized AI-assisted tasks, but it’s not suited for everything—especially in materials and chemical product development.

In the fast-paced world of coatings, adhesives, and sealants (CAS), there’s a pressing need to accelerate research and development (R&D) and utilize better tools for finding substitute ingredients, optimizing multiple objectives, and transferring knowledge to new employees. AI Can help.

The product experts that use our AI don’t see the Citrine Platform as a black box, but as a flashlight. And that flashlight just got stronger.

Although many companies are already reaping the rewards of using AI, others are being held back by myths around the need for large datasets. While representative data can propel an AI project forward quickly, you don’t need to wait for large, structured datasets to start your AI journey.

Polymers play a crucial role in a wide range of modern applications, from automotive and aerospace to electronics and packaging. As the demand for high-performance polymer products continues to rise, producers are constantly looking for ways to improve efficiency and responsiveness to customer needs.

Many of our customers are using the Citrine Platform to remove so-called “Forever chemicals”, PFAS, from a variety of products. In each case, the Citrine Platform is able to help because it is chemically-aware and can be trained to deeply understand a domain by our customer’s experts.

Our customers are innovators, pushing the boundaries of science and engineering to create and optimize materials, chemicals, products, and processes. They generate intellectual property, which is an intangible, but no less important, asset on the balance sheet. It is important that this asset is protected.

Learn how consumer companies are leveraging artificial intelligence to accelerate product development and commercialization of cosmetic and personal care products.