Data Mapping and Modelling


Data Mapping and Modelling


Data Mapping and Modeling (as part of a data architecture strategy) allow your business to understand and document the data. 

Without a data modeling approach data congeals into silos and the data within them is neither unified nor rationalised. This costs money, is extremely wasteful as the end result is a collection of systems with inconsistencies spread across a series of underperforming business processes and procedures.

Without Data Mapping and Modelling businesses experience a significant ongoing cost in resources in cleaning up, transforming and correcting all those copies of the data in order to get a even a single view of the operation being supported.

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Razormind data architects rapidly and systematically map data.  We work with the you as the business owners to classify and document the inventory elements.  This is an exercise in vocabulary standardisation (ontological normalisation) as well as data rationalisation.  From this work our team are able to develop data models that you as business owners can understand and navigate easily and comfortably.  

Once this point is reached Razormind data architects also assist organisations by developing data flow and transformation documentation, which greatly assists in improving data quality.

Overall the process is as follows:

  • Systematically map data by gathering metadata
  • Build an inventory of important data and data usage
  • Development of vocabulary and classification management
  • Drive integration through data modeling
  • Assist analysts with capturing requirements for data movement
  • Improve data quality


Through data modeling businesses are able to:

  • Organize their information assets into an enterprise data model that the business can understand and navigate
  • Create a standard vocabulary, which both the business and IT can use to communicate more effectively.
  • Employ data modeling solutions that projects can reuse to accelerate development and improve quality.