Putting in place mitigation strategies and processes to ensure alignment to your organisation’s risk appetite
Based on the assessed risk/impact, how does an organisation ensure adherence with agreed principles (e.g. fairness, transparency, privacy)
Microsofts Responsible AI Toolbox
Beyond the frameworks that can support organisations as they make prioritisation and design decisions around AI solutions, there are many toolkits available to help them build ethical and responsible systems, such as Microsoft’s Responsible AI toolbox, which includes model and data exploration and assessment user interfaces and libraries.
MIT Lincoln Labratory’s Responsible AI Toolbox
MIT Lincoln Laboratory’s Responsible AI toolbox, which is building an open source library of tools for designing, evaluating, and monitoring AI systems.
OECD Trustworthy AI Catalogue
For a broader perspective around the many tools available, the OECD maintains a catalogue to help organisations find tools and metrics by providing a one-stop-shop for helpful approaches, mechanisms and practices for trustworthy AI.