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 […]
What Is Data Mapping? Types, Process & Best Practices for Integration
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 […]
What Is Data Deduplication? Methods, Benefits & How to Eliminate Duplicate Records
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. […]
What Is Data Hygiene?
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 […]
What Is Data Validation?
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 Is Data Quality?
Data quality is the degree to which data meets expectations for accuracy, completeness, consistency, timeliness, and relevance, ensuring it is trustworthy and fit for its intended purpose. Why Data Quality Matters More Than Ever Poor data quality costs organizations an average of $12.9 million per year, according to Gartner. When data is inaccurate, incomplete, or […]
The first-mile of Microsoft Fabric Data Engineering and why it matters
Introduction: Fabric’s promise, and its first-mile gap Microsoft Fabric has made a big splash as the “all-in-one” platform for analytics, BI, and AI. The idea is powerful: it brings together storage, compute, and intelligence into a unified experience, letting analysts, data scientists, and business users all work from the same foundation. The vision is clear […]
DBSync launches first-mile replication for Microsoft Fabric
We’re excited to announce that DBSync now supports replication to Microsoft Fabric: Warehouse and SQL Database. With this update, organizations can move CRM, ERP, and SQL data directly into Fabric in a way that’s clean, consistent, and analytics-ready. This means Fabric customers can accelerate BI, AI, and real-time decision-making without relying on fragile, manual, or […]
What data engineers look for in data replication software [A Buyer’s Guide]
Choosing the right data replication software is no longer just about checking off a list of features you found on a blog. It’s about finding a tool that won’t give you a headache at 2 a.m. when a pipeline breaks. Data teams need solutions that not only move data reliably but also align with complex […]
Top ELT & Data Replication Tools for 2025: A Technical Comparison
For a lot of data teams, it seems like ELT has been pulling ahead of traditional ETL for analytics-heavy jobs, but raw speed isn’t everything. They still need reliable orchestration, clear monitoring, and the ability to fix what might break at 2 a.m. The problem, usually, is a fragmented toolchain. Many data teams patch together […]







