In the era of real-time data, Change Data Capture (CDC) in PostgreSQL has become a critical capability for organizations aiming to sync systems, trigger events, and power analytics with fresh, consistent data. This guide will take you through the core concepts, methods, tools, and best practices of how to enable CDC in PostgreSQL instance, making it easier for you to build efficient, reliable, and scalable data pipelines.
In 2025, data doesn’t just support the business — it drives it. That means real-time decision-making is no longer optional. From fraud detection and customer engagement to predictive maintenance and logistics optimization, real-time data processing is the foundation of business agility. Yet many professionals still struggle with legacy bottlenecks: batch ETL jobs, siloed data, and limited pipeline observability.
ETL (Extract, Transform, Load) frameworks have evolved significantly over the past two decades. In 2025, as data pipelines expand across cloud platforms, real-time systems, and regulatory constraints, the architecture and flexibility of ETL frameworks are more critical than ever. This post explores the key principles, features, and operational concerns that modern data professionals need to understand to build effective, scalable ETL frameworks for data engineering use cases.
Learn about recent additions to the Snowflake Horizons catalog as well as new resources for updating your data skills in this month's edition of the Snow Report. You'll also find information on Summit 2025, Snowflake's premiere annual conference, as well as links to podcasts, news announcements, and more.
Securely move SAP your data with Fivetran's Hybrid deployment option. Move security-restricted data with pipelines hosted in your own environment, controlled by Fivetran's easy-to-use control plane.
Everyone is taking part in the AI scramble, some more successfully than others, as we all know. But many enterprise companies are still just getting their feet wet. Here at Qlik we saw an opportunity to try to capture what it is that these successful companies did to get value from AI for their organizations. So, we partnered with IDC to get those answers and discovered that preparation is a major difference maker for success with AI.
Business intelligence (BI) dashboards, also known as BI dashboards, are a powerful way to help people collect, share and analyze their business data to make informed decisions. Business dashboard software can help users monitor operations, optimize processes, and improve overall business performance by having data readily available, and can also help detect and prevent potential problems before they become issues with its use of real time data.