Manage traceability data
How manage traceability data are reshaped as AGI capability advances.
The bottom line
Roughly 90% of the work in Manage traceability data 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 scalar is derived entirely from the process name 'Manage traceability data' and its description. Controlling 'data flow' through 'secured access' under the 'Govern and manage product/service development program' lens dictates pure information security and data governance work. Because the value step runs exclusively within databases and IT infrastructure, this process lands squarely in the high digital band.
grounded in the economy graph · digital scalar 0.90 · digital
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How the work flows
Trigger: A system generates or receives data that requires tracked lineage and strict access controls.
- Identify data elements requiring traceability
- Define permitted touchpoints and authorized recipients
- Apply secure access controls to the data flow
- Track data lineage across system boundaries
- Monitor access logs for unauthorized attempts
- Audit traceability records for compliance
Outcome: Data lineage is recorded and access is strictly limited to authorized touchpoints.