Responsible use of AI will require support from multiple levels: Governments need to establish effective

outcomes but increasingly will involve social interests such as ESG (environmental, social and corporate governance It is here that we see the use of GRC (governance, risk, and compliance) strategies to help ensure that

The latter, now coming into view as part of Environmental, Social & Governance (ESG) expectations.

It encompasses a broader set of principles that govern an organization's conduct.

This involves more than new tools—it requires rethinking governance, programs, systems, and processes

proven across highly regulated industries including oil & gas, financial services, healthcare, and government

However, it is conceivable that in the near future “should” may be replaced with “shall” as governments

When uncertainty arises from insufficient controls, you can implement monitoring and governance mechanisms

This is far too late to be used as a means of governing compliance programs.

(ex. governance) Viable - capable of being achieved using current technologies.

With increasing compliance demand coming from government regulations, industry standards, and internal

including The Canadian Environmental Protection Act (CEPA) which states: Precautionary principle: The government's However, the adoption of the principle is still expected to increase across industries, sectors, and government