To get a free demonstration of DigitalGlassware™, our commercial grade software platform that is helping Research & Development, Chem Dev, Process Chemistry, CRO as well as many academic institutions globally to digitize chemistry, click the button below:


or read on to see how DigitalGlassware™ can improve R&D productivity and enable new discoveries.


DigitalGlassware™, the innovative cloud-based digital chemistry platform from DeepMatter™, brings recordability, reproducibility and shareability to your lab at every stage of the discovery process, from planning your reaction to analysing the outcome. To see DigitalGlassware™ in action in the Tocris Bio-Techne lab click on the video below.

IMPROVE R&D PRODUCTIVITY and enable new discoveries

DigitalGlassware™ transforms chemistry into code. It uses Artificial Intelligence (AI) and Machine Learning (ML) to make better molecules and provide insights never before available.

Create reproducible recipes

The process starts with creating a 'recipe' - the name we give to our deeper, context rich chemistry protocol - in our cloud-based DigitalGlassware™.

DigitalGlassware™ encodes recipes, steps and operations. As recipes are recorded, writing standards are set that make them easily reproducible.


The process continues by collecting data about what is happening in the flask, fume hood and the lab. Device X and its sensors work right inside the flask.

DigitalGlassware™ provides a guide and records findings in real time, enabling the synthesis to be tracked as it unfolds, along with what is happening in the lab context. As Device X, DigitalGlassware™ and the sensors are all at work, the data is stored in the DeepMatter™ cloud.


Time-Course Data

A unique part of DigitalGlassware™ is the time-course data collection approach. Actions during your DigitalGlassware™ Recipe Run are time-stamped against the sensor data, providing context that would otherwise be missing. Correlation with reaction outcomes provides a structured framework for deeper analysis


All the gathered data in the DeepMatter™ cloud are now available to review. Displayed in real time and interrogated using multiple views through DigitalGlassware™, analysis of reaction runs can be made, synthesis re-played and insights mined.




Connect to multiple sources

A rich data environment is created, connected via or dedicated Digital Controller to more sources than ever possible before, providing access to data that makes chemistry more shareable, collaborative and connected.

For more information about DigitalGlassware™ fill in the form below or to request a Free Demo click here

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A new lens on data

Read more about DigitalGlassware™ in our blog section:

Keeping your experiment records safe with DigitalGlassware™

The ability to persist data on the cloud and maintain version numbers in Recipes allows DigitalGlassware™ to keep an archived track of all the users work. This can be accessed immediately and securely through the browser.

Realtime sensor alerts in the lab from RecipeRunner

RecipeRunner serves multiple roles in the lab including real-time sensor data, capturing notes and guiding you through your Recipe. One role to highlight is the ability to set alerts to sensor data so when the sensor breaches a threshold an alert is fired to the user. Also during Recipe creation there are several tools that can be utilised to help alert the user of risks and places to take care ahead of time (e.g. Caution, Expectations )

DigitalGlassware™: Structuring and Contextualized Chemical Outcomes for Faster Discovery

Recently Deepmatter participated in the 3rd RSC-BMCS / RSC-CICAG Artificial Intelligence in Chemistry meeting where we spoke about DigitalGlassware™ and our efforts on structuring data and outcomes that will lead to faster chemical discovery

Connecting your lab with DigitalGlassware™

Data collection in the lab is a fractured experience with chemists required to interact with multiple data sources (often in different labs) to bring together the pieces of the characterisation puzzle. DigitalGlassware™ simplifies things tremendously, offering a way to not only aggregate your data in our secure cloud based service, but also connect your devices to capture real time data.


Visit the DigitalGlassware™ platform

Click here to visit a public version of the DigitalGlassware™ platform and try out our RunManager module for yourself.

If you need any further information please don't hesitate to contact us here.

Download Centre

Read our latest press releases here:

Waters Press Release

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DeepMatter announces plans to interface its DigitalGlassware™ platform with the Waters Corporation UNIFI™ Scientific Information System, enhancing the quality and accessibility of data for chemists worldwide.

Cancer Research UK Beatson Institute Press Release

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DeepMatter announces collaboration with the Cancer Research UK Beatson Institute within its Drug Discovery Unit to enhance the reproducibility of its chemistry and accelerate drug discovery

AstraZeneca Collaboration Release

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DeepMatter announces collaboration with AstraZeneca focused on improving productivity of compound synthesis using digital technologies enabled with machine learning and artificial intelligence

University of Leeds Collaboration Release

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DeepMatter and the Institute of Process Research and Development (iPRD) at the University of Leeds, have commenced a project to integrate DeepMatter's technology platform, DigitalGlassware™ within the iPRD's laboratories