concept of operations (CONOPS) for these management system standards varies but each follows a similar model illustrated below: Operational Compliance Model - Concept of Operation Successfully implementing these Moderate – discontinue or substantially change this service, system or process will moderately affect

Advanced Analytics : Predictive models assign probability scores to potential violations, with machine

However, to more fully understand the past and predict the future a dynamic model is needed that represents

This will help in updating our system models and processes to make them more efficient.

Promise Theory is defined as a "model of voluntary cooperation between individual, autonomous actors offers a way for obligations to converge satisfied by promise fulfillment systems similar to a services model

James Reason introduced the Swiss Cheese model to illustrate how even small holes in safety barriers This model, adapted below for ISO 9000:2015, shows each component as layers that have their own processes

Algorithmic Bias : AI models may unintentionally discriminate, leading to unfair outcomes and reputation

Some form of causation model (deterministic, probabilistic, linear, non-linear, etc.) is used to estimate In cases of greater uncertainty these models will be adjusted over time as more information is gathered

regulations, for example, have spurred the development of cleaner technologies and more sustainable business models

This requires an operational model that is engineered to advance outcomes over time, contends with uncertainty This model must have measures of effectiveness, measures of performance, and measures of conformance

encapsulated in the Good Regulatory Theorem of Cybernetics, which states that a regulatory system must be a model

The rapidly advancing field of artificial intelligence, particularly large language models (LLMs), is