8M+ Records, 7 Legacy Systems, Zero Data Loss
Enterprise pharma platform migration with zero data loss across 8M+ records
0
Data loss incidents
8M+
Records migrated
6 months View case study →
Pharmaceuticals & Life Sciences
Compliant Salesforce architecture for pharmaceutical companies: zero-data-loss migrations, HCP data governance, and regulatory-grade platform design.
Pharmaceutical Salesforce implementations operate under regulatory constraints that most architects never encounter. Data integrity is not a performance metric; it is a compliance requirement. HCP interaction records, prescribing data, and adverse event documentation must be complete and auditable.
Standard migration and integration approaches carry acceptable data loss risk in commercial contexts but are unacceptable in pharma. The architecture must guarantee zero data loss across system boundaries, not just target it.
I led the Sanofi migration: 8M+ records across 7 legacy systems with zero data loss incidents. The approach was a reconciliation-first architecture where every record is validated before, during, and after migration.
How I Help
Data 360 & Multi-Cloud Architecture
Lead your Data 360 program: the data model, identity-resolution strategy, governance, and multi-cloud activation plan your data team or SI builds against.
Learn more →Org Health & Recovery Architecture
Diagnose failing Salesforce implementations, eliminate technical debt, and architect recovery plans that get derailed projects back on track within 90 days.
Learn more →Client Results
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