Jamie Ontiveros – Tag AUDIT

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Beyond Prevention: What Cybernetics Teaches Us About AI-Era Controls

For decades we've measured control maturity by one yardstick: more automation, more prevention. But a perfectly optimized control can stay "effective" right up until it fails catastrophically. A 70-year-old theory, cybernetics, points to what comes next in the age of AI.

Jun 8, 2026 Read more

I help modern audit and risk professionals embrace data analytics and AI to transform assurance from a compliance function into a value-generating insight driven capability.

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Beyond Prevention: What Cybernetics Teaches Us About AI-Era Controls

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