What's more important to enable efficient cyber-physical sytems - digital twins or the degree of automation in R&D labs_Gysau_Chemspeed Technologies.mp4

 
What's more important to enable efficient cyber-physical systems - digital twins or the degree of automation in R&D labs Gamification, Internet of the Lab Tools, Digital Twins, Machine Learning / Artificial Intelligence combined with automation are pivotal tools to move research and its operations into the digital age. Presented concepts and solutions highlight that digital twins are disruptive for every lab and enable the AI / ML pipelines in the future combined with ready-to-apply and quality assured catalysts, reagents, building blocks, formulations, applications and Characterisation. The presentation shows Chemspeed's top-down and bottom-up digitalization approach combined with its unique, proprietary protocolling of video, audio and any kind of sensoric under synchronized conditions that is shaping the R&D sphere. No matter if applied in automated, semi-manual or manual labs, the reality overlayed with the the smallest incremental workflow steps guide the chemist equipped with a hololens through well-known or new lab environments. The combination of any integrated instrument, operational and safety instructions, chemical information of handled materials, safety data sheets and localization of raw materials, instruments and tools allows even non-trained personnel the execution of complex experimental workflows.