Why are data engineers building custom furniture (and how to stop)? | Data Engineering Pipelines
More: https://developer.confluent.io/ | Why are data engineers building custom furniture when they could be creating reusable data products? Organizations collect massive amounts of raw data daily—clicks, transactions, sensor readings—but this data is like lumber sitting in your garage: valuable materials that need to be transformed into something useful. The problem? Teams across departments are building "custom furniture" solutions, duplicating the same transformation work over and over. Finance builds their own sales analysis pipeline, marketing creates their own customer metrics, and analytics teams rebuild similar logic from scratch. This video reveals how to break free from this expensive cycle by applying four core transformation patterns that create reusable data products instead of one-off solutions. You'll discover how to establish single sources of truth that eliminate conflicting reports, build complete business context into your data, and deliver ready-to-consume insights that teams can use immediately. We'll explore how modern tools like Apache Flink® enable real-time transformation, turning raw data streams into reliable data products that serve multiple teams—transforming your organization from custom furniture builders into efficient data product creators. Technologies covered: Apache Flink®, Apache Kafka®, real-time data streaming, batch processing, data transformation patterns LEARN MORE ► Confluent Developer: https://developer.confluent.io CONNECT Subscribe, if you dare: https://www.youtube.com/@ConfluentDeveloper?sub_confirmation=1 Community Slack: https://confluentcommunity.slack.com X: https://x.com/confluentinc Linkedin: https://www.linkedin.com/company/confluent GitHub: https://github.com/confluentinc Site: https://developer.confluent.io ABOUT CONFLUENT DEVELOPER Confluent Developer provides comprehensive resources for developers looking to learn about Apache Kafka®, Apache Flink®, Confluent Cloud, Confluent Platform, and any other technology related to the broader Data Streaming Platform. Content on Confluent Developer includes courses, getting started guides, topical deep-dives, patterns, tutorials, and listings of community events. Learn more at https://developer.confluent.io. #apachekafka #apacheflink #confluent