Your nightly SQL Server extract takes eleven minutes and moves 40,000 rows. Maybe 200 of them actually changed. The other 39,800 get re-read, re-transformed, and re-loaded because nothing told your pipeline which rows were new. That’s the problem Change Data Capture (CDC) solves in SQL Server: instead of re-scanning a table to find what’s different, […]
An honest, feature-first comparison for teams that need Salesforce data living in their own database or warehouse. TL;DRThe best Salesforce replication tool depends on your goal. DBSync Cloud Replication leads for teams that need a queryable, bidirectional copy of Salesforce inside their own database for reporting, backup, and disaster recovery. Fivetran and Skyvia suit warehouse-only […]
Your CRM says 20,000 customers. Marketing’s platform says 15,400. And finance just sent the same company two invoices, from two different customer records. Three symptoms, one disease: duplicate records. This guide shows you how to find them, merge them without breaking anything, and, the part most teams skip, stop creating them in the first place. […]
A step-by-step setup guide: connect HubSpot, configure your database, run the sync, and automate it. Companion to the webinar recording This guide is the written companion to the HubSpot to SQL Server replication webinar. It stands on its own: use it to set up and run the sync end to end, whether or not you […]
Data mapping is the process of matching fields in a source system to fields in a target system -and defining how each value transforms along the way. It’s the blueprint that every integration, migration, and replication project is built on. Why data mapping is the blueprint of every integration Before a single record moves from […]
Data hygiene is the ongoing practice of maintaining clean, accurate, and error-free databases through routine processes that keep organizational data current and reliable – habits that prevent quality problems instead of fixing them after the fact. Data Hygiene: Preventive Medicine for Your Databases If data cleansing is surgery – an intensive, one-time intervention to fix […]
Data validation is the process of checking data against defined rules and constraints to ensure it meets quality standards before it is loaded into a target system, catching bad records at the gate, not after they have spread. Why Validation Is the Gatekeeper of Data Quality If data cleansing is surgery, fixing problems that already […]
What data quality actually means, the six dimensions everyone ends up arguing about, where integrations break them, and how DBSync enforces each one across connected systems. It starts with something this small Salesforce has a customer called Acme Corp. QuickBooks has the same company saved as ACME Corporation Inc. Nobody notices for months. Then finance […]
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