Data Migration & ETL
Move your data between systems without losing customers, breaking accounting balances, or losing the institutional memory that lives in the field labels.
"It's just a data migration" is famously the phrase that precedes a disaster. The data lives in fields nobody documented; the validation rules in the new system reject 30% of historical records; the customer-numbering schemes don't match; accounts-receivable balances don't tie out after the cutover. We've helped many businesses through this — and we know where the work actually is.
Common Migration Patterns
- ERP-to-ERP — QuickBooks → Odoo, Sage → NetSuite, NetSuite → Odoo, Dynamics → Odoo, etc.
- CRM consolidation — multi-tenant Salesforce → single instance, HubSpot to Odoo CRM, Salesforce → HubSpot.
- Database platform changes — Oracle → PostgreSQL, MS SQL → PostgreSQL, MySQL → SQL Server.
- Spreadsheet-to-system — the "Mary's spreadsheet" that runs a process gets formalized into a real database with audit trail.
- M&A integration — two companies' data systems merged into one post-acquisition.
The Work, Honestly
- Source-system discovery and field-level inventory
- Target-system design and field mapping
- Data cleansing — duplicates, mis-typed dates, character-encoding issues, orphan references
- Test migration on a sandbox, with business sign-off on output samples
- Cutover plan with rollback options
- Post-migration reconciliation reports
Ready to Talk?
Tell us about your environment and your goals. Contact us or call +1 254-294-1004.