HRIS Data Migration & Cleanup: Making the New System Trustworthy

Industry: Healthcare services (approx. 800 employees, multi-site)
Platform: Cloud HRIS (migration from legacy system and spreadsheets)
Engagement model: Data engineer and HRIS analyst, 4 months.

The Challenge

Fragmented Sources

Moving from a legacy HR system, spreadsheets, and a separate payroll file to a modern cloud HRIS.

Inconsistent Records

Employee records were duplicated, job and position data was inconsistent, and nobody was sure which source was correct.

Migration on Hold

A previous migration attempt had been paused over data-quality concerns.

What We Did

Profiled data across all sources and produced a clear list of duplicates, gaps, and conflicts. Defined cleansing rules with HR and payroll owners so every decision had a named business approver.

Repeatable Loads

Built repeatable load scripts and reconciliation reports instead of one-off manual fixes.

Mock Migrations

Ran 3 mock migrations, each with a before-and-after reconciliation.

Cutover Support

Supported cutover weekend and the first payroll cycle after go-live.

Result

18%

Records Corrected

Employee records corrected or merged before load

99.6%

Cutover Accuracy

Final cutover reconciled against the approved source

Ongoing

Data Quality

Reusable data-quality reports kept in place for ongoing HR use

Why It Worked

Data Engineering

Data engineering skills for the migration

HR Process Skills

HR process knowledge alongside technical expertise

Small, Senior Team

A data engineer and HRIS analyst working together

A small, senior team with both data engineering and HR process skills—the combination most migrations lack.

Ready to make your HR data trustworthy?

Talk with us about a clean, reconciled HRIS migration for your organization.

Contact us


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