How implement and execute data administration responsibilities are reshaped as AGI capability advances.

Roughly 90% of the work in Implement and execute data administration responsibilities 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, this scalar is based entirely on the composite's description and the PCF top-level category lens 'Manage information'. The focus is strictly on 'processes and technologies that support the collection, managing, and storing of data,' which represents pure IT and data architecture work. This is information-centric, remote-capable knowledge work, mapping to a high digital scalar.
grounded in the economy graph · digital scalar 0.90 · digital
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Trigger: A data governance strategy is approved or new organizational data requires structured collection and storage.
Outcome: Data is securely collected, standardized, stored, and made readily accessible to authorized users in compliance with organizational policies.