https://www.infoq.com InfoQ Reference Architecture News feed https://www.infoq.com/news/2026/01/agoda-unified-data-pipeline/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Reference+Architecture-news <img src="https://res.infoq.com/news/2026/01/agoda-unified-data-pipeline/en/headerimage/Agoda-Centralized-Processing-Pipeline-Header-1768045943046.jpg"/><p>Agoda recently described how it consolidated multiple independent data pipelines into a centralized Apache Spark-based platform to eliminate inconsistencies in financial data. The company implemented a multi-layered quality framework that combines automated validations, machine-learning-based anomaly detection, and data contracts, while processing millions of daily booking transactions.</p> <i>By Eran Stiller</i> Enterprise Architecture Data Pipelines Reference Architecture Apache Spark AI, ML & Data Engineering Architecture & Design news Wed, 14 Jan 2026 11:30:00 GMT https://www.infoq.com/news/2026/01/agoda-unified-data-pipeline/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=Reference+Architecture-news Eran Stiller 2026-01-14T11:30:00Z /news/2026/01/agoda-unified-data-pipeline/en