Gamification, Internet of the Lab Tools, Digital Twins, Machine Learning/ Artificial Intelligence combined with automation are pivotal tools to move chemical R&D processes and operations into the digital age.

Presented concepts and solutions will show that digital twins are disruptive for every lab and enable the AI/ML pipelines in the future. The presentation will show Chemspeed’s top-down and bottom-up digitalization approach that is shaping the R&D sphere.