STAKEHOLDERS OFTEN SPOT BROKEN DATA BEFORE THE DATA TEAM DOES.

Summary from the TLDR Data newsletter

According to a Monte Carlo/Wakefield survey, 74% of organizations now report it. The failure is usually the ingestion path, not the dashboard. ‘Building a real-time data transport layer with Confluent Cloud and AWS' demonstrates the change-data-capture transport pattern. Read the tutorial in AWS Marketplace [5]. The Data Pipelines and Lineage guide goes a level up from the tutorial: lineage from source to AI agent response, data quality, pipeline observability. See the