Automated and Efficient Extract Transformation and Labeling of Textual Data in a practical, rigid and structured way.200 million characters per hour deterministic formal machine translation of raw and ambiguous documents.Common input file types include; pdf, doc, ppt, txt, csv, xls, html, etc.Structuring is 100% accurate (hash value provable)Structuring and labeling is immutably retained (JSON & CSV)Results can be fed directly into other utilization toolsExtraction and search results are >97% accurateCommercial competitors extraction and search results are less than 70% accurateResults retain content, context and meaning for user (not just location)Document integrity can be instantly and successively confirmed and validatedOffered for use on stand-alone machines (laptop/PC), servers (remote and on-premises) and cloud-based.Our unique on desk machine Windows OS applications ( legacy versions of Windows as well) producesbest in class speeds.We also claim the novelty of taking raw text at better than expected speeds and create database ready output for N0SQL, SQL HDFS and HDF5 files systems at speeds 10000x faster than a human plus prescriptive accuracy.Knowledge and Information Management,solution platform and applications,requisitioning,inventory control,Set Theory,Isomorphic Theory,Algorithms,semantic parsing