The Centre for Data Ethics and Innovation (CDEI) and the Department of Science, Innovation and Technology share a case study from Sheffield Hallam University on AI assurance techniques used in law enforcement. This is a useful example of AI assurance.  

Link: AP4AI case study and framework 

Accountability Principles for Artificial Intelligence (AP4AI) is a framework specially designed for Law Enforcement Agencies (LEA) when deploying AI.  

This framework suggests LEAs must align themselves to 12 principles: -  

• Universality 

• Legality 

• Explainability  

• Transparency 

• Independence  

• Compellability  

• Commitment to robust evidence  

• Pluralism 

• Conduct  

• Enforceability and redress 

• Learning organisation  

• Constructiveness