GRC establishes the context by which the "ends" defined by the board are met through the "means" of an This is indicative of companies that use an audit-fix cycle as the means of steering their organizations However, it is too slow and too late to address the effects of non-conformance leading to loss of life

This engagement leads to a workforce that actively seeks ways to improve safety and compliance measures

If you are not sure which standard to adopt, that is the conversation to have: leancompliance.ca/engineering-assurance

But this still leaves us with the same question, "what are you going to do with all that technology?" However, where this leads to is even more silos of computing at the individual level using software they

The end by any means. This sounds like progress. It is the abdication of governance. defined, verifiable tasks is not fundamentally different from any industrial automation — a robot that learned This means that for every AI agent performing work that involves discretion, a human being must be managerially When a loan officer uses an AI agent to assess a loan application, the assessment is the loan officer's Their manager is accountable for the loan officer's output, including the quality of how the loan officer

We should see where this leads, because we have watched it before. That means designing compliance into the work, not bolting an audit on at the end. It means measuring capability, not just documents. It means moving the feedback ahead of the harm, so a company knows it can meet an obligation before it

Treat uncertainty by buying down risk Develop capabilities to increase knowledge of the threat and learn

Continuously Adapt and Improve : Embrace a culture of continuous improvement, where lessons learned from

Adaptive – capable of learning from the past to improve future outcomes.

The last step Dad is accountable to serve the cake and clean up afterwards.

producing the scientific evidence necessary for a more comprehensive risk assessment Proportionality means Non-discriminatory means that comparable situations should not be treated differently, and that different Consistency means that measures should be of comparable scope and nature to those already taken in equivalent Subject to review in the light of new scientific data, means measures based on the precautionary principle Organizations will need to learn when and how to apply the Precautionary Principle to their decision-making

technologies such as: block-chain, cryptocurrencies, machine to machine communications and others may also leave During that time we learned all about business modeling, re-engineering, and the like.