Building a Single Source of Signal
Integrate HRIS, scheduling, LMS, case management, and procurement feeds into a clean model with shared definitions. Track recency and lineage for every metric. Give executives and supervisors the same view to shrink debate time. Provide sandbox filters so teams explore without breaking trust in official numbers.