How manage internal controls are reshaped as AGI capability advances.

Roughly 85% of the work in Manage internal controls 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 rating relies on the process name and description. Administering internal controls to assure the 'reliability of financial reporting' is pure knowledge work. It consists of risk assessment, compliance auditing, and policy administration, which are performed entirely via software systems, document review, and communication.
grounded in the economy graph · digital scalar 0.85 · digital
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Trigger: A regulatory mandate, annual audit cycle, or organizational change prompts the need to establish or evaluate governance checks.
Outcome: Internal controls are documented, tested, and verified to provide reasonable assurance of operational efficiency and reliable financial reporting.