AI Governance - Validating Reality with IPE
Introduces Integrated Process Excellence (IPE), a six-step framework designed to ensure business process definitions are grounded in empirical reality rather than just organizational approval. It emphasizes that AI systems often mimic the vocabulary of a process without truly understanding its causal mechanics, necessitating a rigorous validation gate to test documented claims against actual telemetry and observation.
By using a causal data architecture of input, process, and output variables, IPE provides a structured "ground truth" that prevents AI from reasoning based on outdated or false assumptions. The framework also advocates for continuous monitoring of process drift and requires that any operational updates be applied simultaneously to both human documentation and AI models.
Ultimately, the text argues that while tools like the Reasoning Condition Monitor oversee the logic of AI, IPE supplies the essential operational context required for reliable business execution.
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https://drive.google.com/file/d/1MI-JaO9OiDXAJeJoGCdJ4vOrEp-bkgtZ/view
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John Cachat
johncachat@ipe.services
www.ipe.services
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