Category: Data Governance

Digital Audit Checklist

Post author By EfficiencyAI
Post date 17 June 2025
Categories In Data Governance, Digital Transformation, Technology Strategy

A digital audit checklist is a step-by-step list used to review and evaluate all aspects of an organisation’s digital presence, such as websites, social media, email marketing, and online security. It helps ensure that everything is up-to-date, working correctly, and aligned with business goals. By following the checklist, businesses can spot issues, improve performance, and…

Data Quality Checks

Post author By EfficiencyAI
Post date 17 June 2025
Categories In Data Engineering, Data Governance, Data Science

Data quality checks are processes that help ensure the information in a dataset is accurate, complete, and reliable. They involve looking for errors such as missing values, duplicate records, or values that do not make sense. By performing these checks, organisations can trust that their decisions based on the data are sound. These checks can…

Data Consolidation Guide

Post author By EfficiencyAI
Post date 17 June 2025
Categories In Data Engineering, Data Governance, Enterprise Architecture

A Data Consolidation Guide is a set of instructions or best practices for combining data from multiple sources into a single, organised dataset. This process helps to remove duplicates, standardise formats, and ensure that all relevant information is stored together for easier analysis. Data consolidation is essential for making informed decisions, as it provides a…

Risk Management

Post author By EfficiencyAI
Post date 17 June 2025
Categories In Cybersecurity, Data Governance, Technology Strategy

Risk management is the process of identifying, assessing, and prioritising potential problems or threats that could affect an organisation or project. It involves finding ways to reduce the chance of negative events happening or lessening their impact if they do occur. This helps organisations make better decisions and protect their resources, reputation, and goals.

Data Strategy

Post author By EfficiencyAI
Post date 17 June 2025
Categories In Data Governance, Data Science, Technology Strategy

A data strategy is a plan that outlines how an organisation collects, manages, uses, and protects its data. It sets out clear goals for what the business wants to achieve with data and details the steps to get there. A good data strategy covers data storage, privacy, quality, and how data supports decision making.

Data Literacy

Post author By EfficiencyAI
Post date 17 June 2025
Categories In Data Engineering, Data Governance, Data Science

Data literacy is the ability to read, understand, create, and communicate data as information. It means knowing how to find, interpret, and use data to answer questions or solve problems. A person with data literacy can spot trends, recognise errors, and make informed decisions using data.

Data Governance

Post author By EfficiencyAI
Post date 17 June 2025
Categories In Data Governance, Information Governance, Prompt Engineering

Data governance is the set of rules, processes, and responsibilities that ensure data in an organisation is accurate, secure, and used appropriately. It helps decide who can access data, how it is stored, and how it should be shared or protected. Good data governance makes sure that information is reliable and used in line with…

Data Analytics

Post author By EfficiencyAI
Post date 17 June 2025
Categories In Data Engineering, Data Governance, Data Science

Data analytics is the process of examining raw information to find patterns, draw conclusions, and support decision-making. It involves collecting, cleaning, and studying data to answer questions or solve problems. This helps organisations and individuals make better choices based on evidence rather than guesswork.

Compliance Checklist

Post author By EfficiencyAI
Post date 17 June 2025
Categories In AI Governance, Data Governance, Information Governance

A compliance checklist is a tool used to ensure that an organisation or individual follows all relevant laws, regulations, and internal policies. It typically lists specific requirements or tasks that must be completed to stay compliant. By checking each item, users can systematically confirm they are meeting necessary standards and reduce the risk of missing…

Data Drift Detection Tools

Post author By EfficiencyAI
Post date 17 June 2025
Categories In Data Governance, Data Science, MLOps & Deployment

Data drift detection tools are software solutions that monitor changes in the data used by machine learning models over time. They help identify when the input data has shifted from the data the model was originally trained on, which can affect the model’s accuracy and reliability. These tools alert teams to potential issues so they…