Data

Data Audit

What is a Data Audit? A data audit is a structured way of stepping back and asking a simple question: can we trust the data we rely on every day? It looks at how information is defined, where it lives and how it is used across an organization. The goal is not only to find […]

Data Churn

What is Data Churn? Data churn describes the continuous cycle of data being created, modified, duplicated or moved without improving its quality or usefulness. Instead of becoming more reliable over time, information is repeatedly adjusted or reprocessed while underlying issues stay unresolved. In many complex organizations, data passes through multiple systems and workflows, and each […]

Data Profile

What is a Data Profile? A data profile examines the values, formats and patterns present across a set of records to build a factual picture of their condition, separate from any documentation or naming convention that describes how the data should look. This distinction matters most in environments where data represents physical assets, equipment or […]

Data Quality

ReVisionz · Data Quality – ReVisionz Terminology Glossary What is Data Quality? Data quality refers to the overall condition, reliability and fitness of data for its intended use. In industrial and enterprise settings, this means data must be complete, accurate, consistent, timely and well-structured to support operational decisions, compliance requirements and digital processes. High-quality data […]

Data Siloes

What Are Data Siloes? Data siloes are isolated repositories of information that are inaccessible or poorly integrated with other systems across an organization. This often occurs when individual departments, sites or contractors store operational data such as engineering documents, equipment specifications or maintenance logs in separate databases or applications without a unified structure or strategy […]

Extract, Transform, Load (ETL)

What is Extract, Transform, Load? Extract, Transform, Load (ETL) is a process used to move data between systems while preparing that data for its intended purpose in a new environment. It follows a structured approach that captures data from a source, applies defined changes and then delivers the prepared result into a destination system. Rather […]

Metadata

What is Metadata? Metadata gives context to data by describing what a record, document or dataset is without being the content itself. It identifies where information came from, how it’s structured and how it relates to other information. A single record, document or dataset carries metadata attributes such as its type, source, owner, creation date, […]

Tag Scraping

What is Tag Scraping? Tag scraping is the process of automatically identifying and extracting tag numbers and tag-related data from engineering documents, drawings, databases or other repositories. It is used to locate tagged assets and capture the details associated with those assets for analysis, integration or information management purposes. By automating this activity, organizations can […]