DATA-DRIVEN DISCOVERY

Designing better materials, chemicals and drugs

Faster, cheaper and cleaner

We accelerate innovation in formulations using novel deep learning on sparse and noisy data

HOW WE HELP

YOUR DATA

Our deep learning algorithms increase your understanding of your data, mitigate the noise, and fill in the gaps in sparse datasets. Our cutting-edge tools use confidence levels to guide where you need to test further and enable efficient error or outlier detection.

MATERIAL & FORMULATION DESIGN

We use artificial intelligence to optimise current materials whilst improving key properties and enable the optimal selection of requirements for new formulation design. Our technology speeds up the time to market and significantly reduces prototype costs, eliminating the need for trial-and-improvement.

PROCESS OPTIMIZATION

Our technology is able to predict failures based on live input, therefore reducing wastage of materials. We help maintain a consistent output in different environments and understand the relationships between process inputs and product outputs, thereby increasing the overall efficiency of the target process.

OUR TECHNOLOGY

Our deep learning solutions work with real-world data to produce fast and meaningful results. We efficiently deal with the gaps, missing information and inconsistencies that are present in your data. Our technology can merge in published data sources and enables accurate predictions that optimize and transform your business. An acceleration of R&D processes results in significant cost savings, improved competitiveness, and overall higher productivity.

ACCURATE

COST-REDUCING

TIME-SAVING

WIDELY APPLICABLE

REAL-WORLD APPLICATIONS

Suitable for deployment across any kind of numeric dataset, our deep learning solutions are delivering ground-breaking results in drug discovery, advanced materials, patient analytics and predictive maintenance – enabling organisations to break through data analysis bottlenecks, reduce the amount of time and money spent on research, and support better, faster decision-making.

Materials

Reduce research & development time and costs in material design

Materials overview

Drug Discovery

Identify stronger early-stage candidates for trials

Drug Discovery overview

Chemicals

Enhance compounds and reduce development costs

Chemicals overview

Batteries

Reduce fabrication costs and optimize performance

Batteries Overview

Manufacturing

Predict and prioritize future asset maintenance needs

Manufacturing overview

Software & Data

Auto-validation and imputation of large and complex datasets

Software & Data overview

PRODUCTS & SERVICES

We offer a series of unique and tailored solutions for your business

Alchemite™ Engine

Best Model Autogeneration
Imputation
Prediction

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Alchemite™ Analytics

Virtual Experiments
Data Validation
Predictive Models

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Ichnite™

Aggregate Models
Share Knowledge
Preserve Data Privacy

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Consultancy

Identification of Use Case
ROI Focussed
Custom Interface (UI)

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ABOUT US

We are a spin-out from the Cavendish Laboratory at the University of Cambridge with a unique Artificial Intelligence (AI) toolset that can train deep neural networks from sparse or noisy data. Our mission is to help clients accelerate innovation by using our unique deep learning solutions to extract valuable information from existing processes and data. The technique, created at the Cavendish Laboratory, is encapsulated in our first commercial product, Alchemite™ .

Meet the Team