How manage certifications and skills are reshaped as AGI capability advances.

Roughly 85% of the work in Manage certifications and skills 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 evaluation relies entirely on the process description and lens prior. The work of 'reviewing, processing and issuing certifications and accrediting skills' is pure administrative information processing. Paired with the provided lens category ('Develop and manage sales plans'), the value-producing steps are entirely desk-based, remotely doable, and highly software-addressable, placing this process squarely in the digital band.
grounded in the economy graph · digital scalar 0.85 · digital
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Trigger: An employee submits documentation for a new certification or a system flags an existing credential for renewal.
Outcome: The employee profile accurately reflects their verified skills and active certifications.