SEARCH

AI and ML systems must function in a safe and secure way throughout their life cycles and potential risks It is imperative for stakeholders to collaborate, continuously assess risks, promote accountability,

QEHS) or having improved capabilities to buy down risk and advance outcomes. compliance programs ensure the advancement of these values which contribute to top line growth while the risk Compliance value streams are those responsible for buying down risk to increase the probability that At the same time advanced capabilities are available when needed according to the level of risk being Embedding compliance capabilities into value streams was and still remains the best strategy to reduce risk

standards, employees are more likely to be vigilant and proactive in identifying and addressing potential risks

Should implement risk mitigation measures in time to minimize environmental degradation where there

that what is considered as internal or external will have more to do with who is accountable for the risk

ensures a single, clear commitment for each obligation, simplifying program management and reducing the risk

Audits, obligation registers, controls, risk measures, training; none of these by themselves is enough

The lack of these traits hinder compliance from always staying between the lines and ahead of risk.

evaluate and compare the effectiveness of intervention methodologies which is of particular value to risk

These outcomes should encompass broader objectives beyond mere adherence, such as strengthening risk

also be able to identify any uncertainty in meeting obligations which will tell you where to put your risk

specifying: outcomes - what you want to accomplish, objectives - how you intend to accomplish them, risks