How xT smart_DoE can help to optimize the production of pharmaceuticals, vaccines and bio-materials.
Bioreactors and fermenters have a wide range of applications in the development and mass production of pharmaceuticals, vaccines, bio-materials and chemicals. This also means that bioreactors and fermenters are used to grow a wide range of microorganisms from yeasts over bacteria and even human cells.
However, finding the right growth conditions for these microorganisms can be a challenging task. Additionally, when moving from small sized R&D batches to the mass production, process parameters for the bioreactor and sometimes even the nutrient mixture have to be adjusted. These adjustments are in many cases time and resource intensive, which can lead to unnecessary delays in the production of life saving vaccines and pharmaceuticals.
xT smart_DoE offers an easy to use solution to streamline these R&D and scaling processes by helping the scientists and engineers to find the right process parameters and nutrient recipes much faster and easier than any other solution on the market, without the need of using statistical analysis. xT smart_DoE achieves this by using design of experiment methodology in combination with a powerful small data AI algorithm. The workflow of the software is shown above.
Using data synthesis, xT smart_DoE allows to scale the production much faster and easier by reducing the amount of necessary experiments to find the right growth parameters for larger batch sizes. This can speed up the scaling process significantly.