What is Data Observability?
Introduction: No Universal Definition, But a Shared Goal Ask five data teams to define data observability, and you’ll likely hear five different answers. There is no single universally agreed-upon definition of data observability , but the core principles are broadly aligned across the industry. What is Data Observability? According to IBM , Data observability refers to the practice of monitoring, managing and maintaining data in a way that ensures its quality, availability and reliability across various processes, systems and pipelines within an organization The core concept remains consistent: Defining Data observability is about gaining deep and continuous visibility into the health and performance of data across the entire data ecosystem. Ultimately, the core goal is to ensure your data systems are trustworthy by proactively detecting and resolving issues. Ideally, before they impact decision-making. Industry data observability definitions, like the o...