How to clean up duplicate data in Salesforce
Where Salesforce duplicates come from, how to measure them, how to merge safely, and the duplicate and matching rules that keep them from coming back.
Read the full post →A Salesforce migration moves records, relationships and history from an old system into Salesforce. It involves mapping fields and objects, cleaning and deduplicating data, deciding what history to keep, loading data in the right order, reconciling counts afterward and planning a cutover so the team is not working in two systems at once.
An inventory of objects, fields, volumes, duplicates and data quality in the old system.
Field and object mapping agreed with the business, including what not to bring over.
Deduplication and standardization before load, not after.
Trial migrations into a sandbox with record-count and spot-check reconciliation.
A dated plan for the final load, freeze window and go-live support.
Written by the consultants delivering the work.

Where Salesforce duplicates come from, how to measure them, how to merge safely, and the duplicate and matching rules that keep them from coming back.
Read the full post →For a compliance-software company with under 8,000 accounts, the migration took 4–6 weeks, including marketing automation and MQL-to-SQL handoffs. Larger data sets and more integrations take longer.
Not if it is planned. We decide with you which activities, emails and attachments are worth moving, and archive the rest in a way you can still reach.
Yes. We have moved a renewable-energy company off MailChimp with 29,000+ prospects migrated into Marketing Cloud Account Engagement, and a regional bank off ActiveCampaign.
Before. Loading duplicates and bad data into a new system carries the old problems forward and erodes trust in the new one on day one.
Headquartered in St. Louis, working with companies across the U.S.
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