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Analysis / People and workforce operations

Review training completion by team and program

Review training enrollment, completion and overdue counts by team, applying eligibility, exemptions and privacy minimums without mastery claims.

A starting point for

People operations manager · Operations manager

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Your starting prompt.

Use [aggregate training records] to calculate enrollment, completion and overdue counts by team and [program], applying eligibility dates and approved exemptions. Compare mature reporting windows and suppress groups below [minimum size]. Produce a coverage review with missing data and scheduling questions. Do not create individual compliance or performance scores, infer learning quality from completion alone or automatically report employees externally.

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Method and review

Keep the assumptions visible.

Use approved aggregate workforce data and clear role and period definitions. Support capacity planning and administrative review with a responsible human owner.

For this task, check

Course completion records measure participation, not mastery or job performance.

This starting prompt has no published worked example yet. Begin with a small sample and check the calculations before relying on the result.

Before you begin

  • Bring exports you are allowed to upload, or data your Workspace can already query.
  • Choose the reporting period and agree what each record represents.

Work with permitted files or queryable data. Verify the result against the original records.

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Make it your investigation.

Copy the prompt above, create or open your Workspace, and paste it into Chat. Add the inputs you have permission to use and adapt the assumptions with your agent.

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