We accelerate drug discovery

Our AI-based tools will save your time and effort in the early phases of drug discovery.

Molecular similarity search on a range of metrics

Unique speed/accuracy tradeoff

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Unlocks value of experimental data
‍Accelerates the pre-screening process

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Navigate large molecular databases
‍Evaluate quality of
molecular spaces

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Fast and accurate estimation of electrostatic potential
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Unique speed/accuracy tradeoff

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Flexible Deployment Options

AI is revolutionising drug discovery.
We will make you part of this revolution.

Deep MedChem is a spin-off from The MAMA AI and i&i Prague (startup investor and incubator connected with IOCB, a top-class medicinal chemistry institution in Europe), leading entities in the space of artificial intelligence and medicinal chemistry.

The collaboration led to the development of CHEESE platform---a family of AI products for drug discovery that accelerate the early phases of drug discovery.

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Introducing CHEESE

The ability to rapidly search and analyse large databases of molecules for similar compounds will revolutionise drug discovery and chemical informatics. Searching large databases using traditional means is, however, extremely slow and therefore intractable.

To address these challenges, we developed a new fast and scalable tool: CHEESE (Chemical Embeddings Search Engine) for searching fast very large chemical spaces.

The CHEESE tool learns representation of the molecular space that is then the core of molecule similarity search. The representation has the ability to be trained on many molecular similarity metrics (2D, 3D, electrostatic).

Furthermore, the learned molecule representations can be leveraged for multiple downstream tasks such as molecular property prediction or molecular space exploration.

CHEESE Search is a fast and scalable tool for searching very large chemical spaces.
CHEESE Modeller is a tool for very fast training and predictions with predictive models for properties of molecules.
CHEESE Explorer builds on the extreme speed of our molecular similarity engine that allows for interactive exploration of the vast molecular spaces that have been inaccessible for detailed and interactive visualisation until now.

Our Team

We are passionate about making AI-tools that provide the most added value in the hands of medicinal chemists and drug developers in the early phases of drug discovery.