The Data Silo Problem
Life Sciences companies operate SAP, Veeva, LabWare LIMS, Siemens MES, and dozens of specialized applications — each maintaining its own master data with inevitable inconsistencies.
AI-Powered Harmonization
ML entity resolution algorithms identify records across systems referring to the same entity despite different naming conventions. AI detects and resolves conflicts — duplicate materials, inconsistent batch genealogies — automatically.
Benefits
- 90% reduction in manual data reconciliation
- Single source of truth for regulatory submissions
- Real-time cross-system data quality dashboards
- Foundation for advanced analytics and AI