A Model Bias Detector is a tool or system designed to find and measure unfair biases in the decisions made by machine learning models. It checks if a model treats different groups of people unfairly based on characteristics like gender, race or age. By identifying these issues, teams can work to make their models more…
A predictive hiring tool is software that uses data and algorithms to help employers identify which job candidates are most likely to succeed in a role. It analyses information from CVs, applications, assessments, and sometimes even social media to predict performance and fit. These tools aim to make hiring decisions fairer and more efficient by…
An Annotation Review Tool is a software application that helps people check and verify data annotations for accuracy and consistency. These tools are often used in projects that need labelled data, such as training machine learning models. Reviewers can use the tool to accept, reject, or correct annotations made by others, ensuring that the data…
An Ethical Usage Monitor is a tool or system designed to track, review, and ensure that technology and data are being used in ways that align with ethical guidelines and standards. It observes user actions, data processing, or system outputs to detect behaviour that could be considered harmful, unfair, or non-compliant with ethical policies. By…
A Brand Safety Checker is a tool or service that helps companies make sure their advertisements do not appear next to content that could harm their reputation. It scans websites, videos, or other digital spaces where ads might be displayed, looking for topics or language that do not fit a brand’s values. By using this…
An Ethics Policy Engine is a software system that helps organisations define, implement and enforce ethical guidelines within digital processes. It translates ethical principles into rules that computers can understand and follow automatically. This ensures that decisions made by systems, such as artificial intelligence or automated workflows, align with an organisation’s values and ethical standards.
A Data Bias Scanner is a tool or software that checks datasets for patterns that might unfairly favour or disadvantage certain groups. It helps identify if data used in algorithms or decision-making contains skewed information that could lead to unfair outcomes. By spotting these biases early, organisations can adjust their data or processes to be…
An Ethical AI Layer is a set of rules, processes, or technologies added to artificial intelligence systems to ensure their decisions and actions align with human values and ethical standards. This layer works to prevent bias, discrimination, or harmful outcomes from AI behaviour. It can include guidelines, monitoring tools, or automated checks that guide AI…
Feedback tags are short labels or keywords used to categorise, summarise, or highlight specific points within feedback. They help organise responses and make it easier to identify common themes, such as communication, teamwork, or punctuality. By using feedback tags, individuals and organisations can quickly sort and analyse feedback for trends or actionable insights.
Behaviour flags are markers or indicators used in software and systems to track or signal specific actions, choices, or patterns of behaviour. They help identify when certain events occur, such as a user clicking a button, exceeding a usage limit, or breaking a rule. These flags can then trigger automated responses or inform further actions,…