Data + CRM Architecture
Data integrity, property governance, dedup, schema design. The foundation everything else depends on.
"If you exported your contact database right now, what percentage would have complete, accurate records?"
What this may look like:
- Deduplication rules, merge policies, and source-of-truth designation per field
- Property governance: naming conventions, data type validation, creation approval
- Data quality monitoring, exception reporting, and import validation workflows
