What the 2024 draft proposed
The Turbine Team article offered metrics for a “Knowledge-Talent Loop,” including knowledge use, time to action, and time to competency. It also presented target percentages and a manufacturing transformation as though they were observed results.
No data source, employer, or measurement method was identified for the targets or the manufacturer's claimed cost, quality, retention, and productivity changes. They are not Apprentage benchmarks.
Measure what an apprenticeship can establish
First record the approved work-process schedule and related instruction plan. Track which tasks an apprentice attempted, which entries a mentor reviewed, which competencies were demonstrated, and where work exposure is still missing.
Separate activity counts from outcomes. A logbook entry is not an approved skill; a mentor sign-off is not proof of later retention. If an employer wants to assess time to competence or training cost, set a baseline, a consistent definition, and a period of observation before drawing conclusions.
Review missing approvals with mentors, then decide whether the next step is additional instruction, more supervised work, or a correction to the record. In a current Apprentage demo, ask to trace those decisions; do not assume the 2024 Turbine analytics or connectors are available now.