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Fingerprinting Our Planet’s Chemistry

Powered by the most diverse biologically annotated chemical dataset in the world

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We Have Built The Most Advanced Search Engine For New Drugs In Dark Chemical Space

Seamless integration of data layers across preclinical drug discovery

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Catalog

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Annotate Structure

Annotate structure

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Annotate function

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Analyze bio-availability

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Catalog

We are creating a map of the world’s chemistry by profiling thousands of complex samples through tandem mass-spectrometry (LC-MS/MS)

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Annotate Structure

We are building generative deep learning models to predict chemical properties and structure directly with high accuracy from MS2 spectra, allowing us to characterize novel chemical space orders of magnitude faster than previously possible.

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Annotate Bio-Activity

We have developed proprietary high-throughput screening methods to link each compound to laboratory-tested biological activities, finding not one, but hundreds of active compounds at once.

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Annotate Bio-Availability

We have invented methods to obtain organ distribution data in vivo for thousands of compounds at once with high-confidence.

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From Screening To Searching

Fueled by the unique challenges of working with mixtures of unknown and highly-diverse compounds, we redesigned the early-stage drug discovery process.

Instead of screening for one kind of activity and then repeating the process, we annotate our entire library across dozens of bioactivity assays and organ distribution experiments.  Our platform in action:

Pieter Dorrestein

Moonshot goal: the user can type in the request without the need for dropdowns – the output shows the interpreted request.

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