The technology that once required polymaths, scientists & engineers, now operates through well-understood About the Author: Raimund Laqua, P.Eng, is a professional computer engineer with over 30 years of expertise in high-risk and regulated industries, specializing in lean methodologies and operational compliance

requirements needed to satisfy the conditions by which a regulatory license is given for a company to operate In the same way that pursuing zero defects helps to drive operational excellence, vision zero helps organizations Effectiveness is best measured by the level of trust engendered needed to maintain a social license to operate However, without it many companies could not operate even when they have a regulatory license to do so increased measure of trust from their investors, shareholders, workers, and communities in which they operate

obligations we have adapted the CMMI model to better support the capabilities needed to advance outcomes over risk controls Continuous improvement practices exist at the process and system level These minimum operability

providers, every external entity that your business relies on could introduce AI-related risks into your operations Encourage open dialogue with partners to continuously improve AI governance practices.

Seek partnerships with different departments, including operations and quality assurance, to streamline would you like to hear from them, your colleagues, customers, suppliers, and others you worked with over

respect to their organizational structure which often closely aligns with the asset structures they are operating

This framework focused on operational policy as the means to bridge the gap between environmental intention make some commitment to the environment without needing to make significant changes to the way they operate assumption, a constraint, an outcome, or as a principle, Your choice will guide how your business will operate

This phenomenon manifests in several dangerous ways: Over-regulation : Creating excessive rules and requirements Foster Ecological Thinking - Consider the entire ecosystem in which compliance operates. it fits in a tank – it’s to build the capability to navigate the vast, complex waters of real-world operations

The problem is that the audit function typically operates as a reactive rather than a proactive force Such practices align with internal regulation (loop 2) focused on operational governance, steering, and

The role of a CCO is crucial in ensuring that a company operates ethically and responsibly while minimizing resources, legal, finance, and IT to ensure that compliance requirements are integrated into daily operations

Traditional component-first approaches fail to deliver an operational system on which real improvement

These systems digest vast amounts of data, recognizing patterns and improving their performance over Still, they operate under human supervision, like a highly capable assistant who knows when to ask for