Program Level → Compliance Targets:  What performance measures demonstrate progress? Define Targets (Program Level) What performance measures will demonstrate you're achieving those outcomes

systems to identify and mitigate bias or other ethical concerns Advise on transparency and explainability measures

Defining, measuring and providing evidence that outcomes are being achieved is what drives an effective No longer can companies wait until complaints arrive, or until non-conformance is measured to create

In practice, objectives (which have been simplified here) should be specific, measurable, achievable, Establish measures and strategies to achieve targets. A CR R V I 4.

first principle is to ensure that AI technology does not diminish the effectiveness of existing safety measures These custom models require their own risk assessment and safety measures tailored to their particular

The ethical implications of AI are vast and multifaceted, requiring careful scrutiny and proactive measures

Establishing Meaningful Metrics : To measure how well you're meeting commitments and capitalizing on

Systems exchange a measure of uncertainty for a measure of certainty.

Compliance performance is measured by the size and number of gaps that are discovered and the costs associated compliance programs and accomplished by raising standards as needed to achieve the targeted levels as measured

Guaranteeing the Outcome The third term, "assure," is all about providing confidence that the risk management measures

Without these priors, evaluating a decision at the point of execution has nothing to measure against.

Program Level → Compliance Targets Directors and managers translate outcomes into specific, measurable Test your accountability:  Can you name who owns each promise and how their performance is measured?