Learning assignments, audiences, reports, onboarding, or role paths depend on employee data.

Look for which fields feed learning systems, how often they update, who owns corrections, and what happens when data is missing or wrong.

No technology

List the HRIS fields your learning workflow depends on and who owns each field.

Microsoft 365 or Google Workspace

Use a simple data dictionary in Sheets, Excel, or Lists to track field name, source, owner, use, and risk.

AI-assisted

Ask AI to draft questions about audience rules and data dependencies, then confirm with HRIS, IT, or people operations owners.