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easier to observe evidence of conformance rather then evaluate capabilities to effectively contend with uncertainty compliance efforts along with results to ensure they are meeting their obligations and contending with uncertainty

dynamics, organizational behaviours, information technologies, accountability frameworks, risk and uncertainty This requires an operational model that is engineered to advance outcomes over time, contends with uncertainty competencies that focus on: Theories related to Regulatory Designs, Promises & Obligations, Cybernetics, Uncertainty

This all happens in the presence of uncertainty and may itself be subject to internal standards and guidelines Estimate and handle uncertainty. ​What impediments or opportunities will we encounter? What is the nature of uncertainty (aleatory, epistemic, ontological, etc.)

Compliance provides a framework for identifying and mitigating the effects of uncertainty, ensuring that

are made to proceed with a course of action (for example, to use or not use AI, in the presence of uncertainty

Be courageous - making promises is a courageous act often done in the presence of uncertainty. Press into the uncertainty and learn how to contend with it rather than withdrawing from it.

The path of " necessary evil " is fraught with uncertainty and is driven by inspections and audits.

For example to: Engineers , risk is a hazard, Management , risk is about uncertainty on system objectives These different views of risk can lead to uncertainty concerning what assessment tools to use, how risks

will need to be re-imagined and engineered to advance outcomes and meet targets in the presence of uncertainty If you want your compliance team to learn how this is done consider joining "The Proactive Certainty

perspective is taken that considers interactions and dependencies as well as components and elements Uncertainty

This expertise allows for proper identification of uncertainties that could lead to near or long-term

Mission Certainty:  Compliance becomes a capability that ensures business objectives rather than a constraint Getting Started with Compliance Streams Choose one high-value obligation  that currently causes uncertainty For compliance directors and managers in highly regulated industries, compliance streams eliminate uncertainty