A Data Audit Framework is a structured set of guidelines and processes used to review and assess an organisation’s data assets. It helps identify what data exists, where it is stored, how it is used, and whether it meets quality and compliance standards. The framework is designed to ensure that data is accurate, secure, and…
A data ethics policy is a set of rules and guidelines that an organisation creates to ensure it handles data responsibly and fairly. It covers how data is collected, stored, used, and shared, focusing on respecting privacy, promoting transparency, and preventing harm. Such a policy helps organisations make decisions about data that are honest and…
Metadata governance is the set of rules, processes, and responsibilities used to manage and control metadata within an organisation. It ensures that information about data, such as its source, meaning, and usage, is accurate, consistent, and accessible. By having clear guidelines for handling metadata, organisations can improve data quality, compliance, and communication across teams.
A Risk Assessment Framework is a structured approach used to identify, analyse, and manage risks within an organisation or a project. It provides a set of processes and guidelines for evaluating potential threats and vulnerabilities, estimating their impact, and deciding how to address them. This framework helps organisations make informed decisions to minimise negative outcomes…
Internal Knowledge Base Management is the process of organising, maintaining, and updating a companynulls internal information resources. It involves creating a central repository where staff can find documents, guidelines, policies, and answers to common questions. This helps employees quickly access the information they need to do their jobs efficiently and reduces repeated questions or confusion.
A Transformation Accountability Model is a structured approach used by organisations to ensure that changes or improvements are implemented effectively and responsibilities are clearly defined. It sets clear roles, expectations, and measurable outcomes for each stage of a transformation process, such as digital upgrades, cultural shifts, or operational changes. The model helps leaders track progress,…
Process Pilot Governance is a way of overseeing and managing trial versions of new processes within an organisation. It involves setting rules, monitoring progress, and ensuring that these pilot processes are tested safely before wider adoption. This governance helps identify risks, gather feedback, and make informed decisions about whether to continue, change, or stop the…
Digital ethics in business refers to the principles and standards that guide how companies use technology and digital information. It covers areas such as privacy, data protection, transparency, fairness, and responsible use of digital tools. The aim is to ensure that businesses treat customers, employees, and partners fairly when handling digital information. Companies following digital…
Process governance models are structured approaches that define how processes are managed, monitored, and improved within an organisation. They set clear rules and responsibilities for decision-making, accountability, and performance measurement across business processes. These models help ensure consistency, compliance, and alignment with organisational goals by providing frameworks for oversight and continuous improvement.
Data quality roles refer to the specific responsibilities and job functions focused on ensuring that data within an organisation is accurate, complete, consistent, and reliable. These roles are often part of data management teams and can include data stewards, data quality analysts, data owners, and data custodians. Each role has its own set of tasks,…