Back to Dashboard

Data Quality Best Practices

Maintain accurate, consistent data across your systems

Why Data Quality Matters

High-quality data ensures accurate reporting, better client experiences, and reliable analytics. Establishing data governance practices early prevents issues as your firm scales.

Best Practices
1

Establish a Single Source of Truth

Designate one system as the master for each data type. CRM for contact info, custodian for positions, portfolio system for performance.

2

Standardize Naming Conventions

Use consistent formats for names, account titles, and categories across all systems to enable accurate matching and aggregation.

3

Regular Data Audits

Schedule periodic reviews to identify and correct discrepancies, missing data, and outdated information.

4

Use Display Rules Strategically

Configure display rules to hide incomplete or irrelevant data from client-facing views while maintaining complete records internally.

Common Data Issues

Issues to Avoid

  • Duplicate contact records
  • Inconsistent household mappings
  • Missing account linkages
  • Outdated contact information
  • Mismatched tax IDs

Solutions

  • Merge duplicate records at source
  • Verify household structures quarterly
  • Confirm custodian account links
  • Update CRM with current details
  • Validate IDs during onboarding
Milemarker Platform Guide Data & Integrations