Any type of data can be described in common vernacular. As a consequence, Data Clauses can be read like natural sentences. Vocabulary used to describe the data expands easily as your data warrants.

Data Clauses are individual facts which can be read from the Language-Oriented Data Repository and used in documents, web pages, or applications without loss of integrity or fear of tampering.

Every Data Clause is immutable and uniquely identified. It simultaneously carries meaning and identity ensuring traceability, validation, and verification with one click.

Availability, usability, integrity, and security are intrinsic properties of Data Clauses. They are also easy to audit. Hence, governance processes become easier and far less costly to implement.

Building a vocabulary for your data in the Language-Oriented Data Repository is simple and domain-focused. There is no need for schemata, objects, or ontology modelling. Using a universal web client or MS Excel, Python, or R, data users can organically grow a secure, fully traceable data repository.

Storing, searching, querying, and tagging data in the Language-Oriented Data Repository is simpler, provides better governance, and is less costly than in enterprise silos (with associated dashboards).