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Automating every step can create hidden risk when decisions are sensitive, hard to reverse, or based on incomplete evidence.
Classify task impact, reversibility, data sensitivity, and uncertainty. Keep human approval for high-impact exceptions, make AI suggestions traceable, and measure override and error rates before expanding automation.
Responsible AI planning can define review boundaries and operating metrics. Informatix Systems can assess the symptoms, evidence, and next steps. Contact Informatix Systems to discuss this issue.
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