How remediate control deficiencies are reshaped as AGI capability advances.

Roughly 85% of the work in Remediate control deficiencies is information-shaped — already within reach of AI delivery. The question here is not whether it shifts, but which tasks go first and who staffs the residual.
Why: With no child occupations seeded, the digital scalar is derived from the lens 'Manage internal controls' and the description detailing corrective measures for policies and procedures. These signals point to compliance, risk management, and audit activities, which are highly digital knowledge-work functions centered on analyzing information, drafting updates, and administering rules.
grounded in the economy graph · digital scalar 0.85 · digital
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Trigger: A control deficiency is identified during risk monitoring, compliance audits, or incident response.
Outcome: Corrective actions are implemented and verified to restore the effectiveness of the control mechanism.