System Implementation & Adoption
HR & Payroll System Consolidation
Consolidated HR and payroll data for 1,200 employees from two systems into one — completing a typically 6-month migration in 2 months with AI.

Before
Challenge
HR and payroll ran on separate systems (SmartHR and Money Forward Payroll), making administration complex. Data for all 1,200 employees had to be consolidated into a new system.
Approach
What We Did
Designed and single-handedly executed the migration to freee HR. Used AI to dramatically streamline data cleansing and verification, balancing quality and speed.
After
Outcome
Completed a migration that typically takes six months in two months, working solo. HR data now lives in a single system, reducing the back-office workload.
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