Design and implementation of the CogniMarts software suite, in partnership with CogniTrek Canada, that utilizes artificial intelligence to automate the data preparation cycle:

  • Automated discovery and recognition of data entities and relations using Artificial Intelligence and Machine Learning, even before metadata is provided
  • Automated determination and improvement of all possible dimensional models including scanning of available metadata
  • Human-driven evaluation of data models, selection of all relevant ones and the creation of new attributes, business rules, metrics and aggregations
  • Automated creation of virtual or materialized Data Marts that can be queried with natural language (NLP)

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