Creating Digital Lab
IoT / Smart Devices / Digitalization / Automation / Data Gateway
devices connected with unified communication
cloud platforms tested & assessed in lab environment
reduction of data collection time
The client is a global bioscience corporation that delivers innovative biotech and healthtech solutions. It deals primarily with discovering new medicines and ways to treat rare diseases, advancing genome editing technologies, and developing innovative components for laboratories.
The company's goal was to introduce an innovative, highly digitalized laboratory by leveraging smart, emerging technologies and procedures automation. They wanted to introduce the Lab of The Future with ubiquitous connectivity.This was supposed to accelerate work and improve the decision-making process thanks to sophisticated digital tools and solutions based on the IT environment.
How to connect and digitalize lab equipment
Diverse ecosystem of systems, processes, and datasets
Different types of equipment (bioreactors, chromatography, scales and weight terminals, pumps, or spectrometers)
Insights were difficult to ascertain
The amount of manually collected data made processes very cumbersome and challenging
Integrating lab equipment & consolidating data
We designed several IoT and infrastructure solutions and deployed them in the lab environment. The main component we developed was the Data Gateway. DG was responsible for collecting all data and sending it to the cloud platform for further analysis. Data gateways mounted on devices captured data streams directly from the physical interfaces (RSS-323). We connected to systems like the Laboratory Information Management System (LIMS) or Distributed Control Systems (DCS ) whenever possible. All connectivity was secured and embedded in the corporate network.
In 2021, we worked on designing and building prototypes of smart modular sensors. We used the OPCUA communication standard, and MTP data model. In this case, we were able to lay the foundations for the lab of the future to get safe, effective new therapeutics into production quickly.
Lead of Digital Lab
Thanks to the solution from our team, the client gains control and communication capabilities that turn laboratory data insights into productive outcomes for both upstream and downstream processes. In addition, the digital twin of the lab is ready and can be used to enable capabilities like Machine Learning and Artificial Intelligence. As a result, our client was able to:
- Digitalise the work in the lab and move to paperless processing
- Reduce times of experiment cycles, data collection by approx. 65%
- Enable an intensified & continuous process
- Increase data visibility - near real time data collection
- Enable collaboration
- Elimination of manual errors / Improved data quality