Intelligent Data Pipelines with Qualified Data Profiles, namely, recorded software for managing high performance computing workflows using artificial intelligence; High Performance Computing and Artificial Intelligence optimized server building blocks and cloud orchestration hardware and software, namely, computer hardware and recorded software for managing high performance computing workflows using artificial intelligence; artificial intelligence pipeline with machine learning, namely, recorded software platforms for artificial intelligence and machine learning in the field of information technology infrastructure; prequalified data sets to optimize data structure before the HPC workflow, namely, electronic databases in the field of information technology, recorded on computer media; physical and virtual server units for pre-processing raw data, namely, computer hardware and recorded software for pre-processing raw data; intelligent data pipelines interoperating between Data Analytics to AI to HPC, namely, recorded software for data analytics and managing data flow using artificial intelligence and high performance computing; intelligent pipelines between computer pods and virtualized server applications, namely, recorded software for managing data flow between computers and virtual servers using artificial intelligence