Data Ethics and Bias Assessments

A Data Ethics and Bias Assessments helps you identify, understand and reduce the ethical risks and impacts arising from the use of different data types and algorithmic models (such as AI and ML). 

What are Data Ethics and Bias Assessment services?

A Data Ethics and Bias Assessment by elevenM assesses the impacts to both individuals and your business when using data driven tools. Identifying these impacts early on in a model development lifecycle allows for mitigations to be implemented before harm arises.

A Data Ethics and Bias Assessment looks closely as the sources of the data, the purpose and use of the data, potential for bias and broader impacts to an individual and your business. 

What are the benefits?

Meet community expectations

Identify and manage your project's data ethics risks

Build long-term trust in your brands among customers, staff and others

Enable data driven solutions in a safer way

Methodology

elevenM works with you to determine the key outcomes you are seeking to achieve.

Our team of consultants tailor every engagement to meet the unique circumstances of every client.

You will gain a comprehensive assessment of the potential bias and ethics impacts of your project, along with specific, prioritised remediation activities to reduce those risks and impacts. 

Set the scope

Our team of consultants tailors each engagement to meet the unique circumstances of every client.

Gather information

Our Data Ethics and Bias Assessments involve stakeholders workshops to understand the circumstances surrounding the data use.

Analysis

We evaluate your data use, identifying key risks and impacts.

Reporting

We consult with you on our findings and provide you with a detailed report.

Findings management

We work with you to identify and document practical actions you can take to manage the risks and impacts identified in our assessment.

Frequently asked questions

We offer tailored versions of our assessment tools, as well as training to support your staff in implementing a Data Ethics and Bias Assessment process that fits your organisation’s needs

Let's talk

We work with every organisation individually to tailor our work to your needs.