DATA QUALITY IS QUIET RISK MANAGEMENT
Automation only works as well as the information it receives. Poor data introduces hidden risk that surfaces at the worst possible moment. Reliable data, delivered consistently, acts as a stabilizer. It prevents overreaction and keeps systems aligned with reality. 📊
When data pipelines are dependable, developers gain confidence to build more complex tools. Users gain confidence to commit capital. The absence of drama here is the success metric. Nobody celebrates accuracy—until it’s missing.