Metaplane focuses on data observability, which is essential for ensuring the accuracy and reliability of data within organizations. It serves clients who depend on data for their operations, such as those using data warehouses and business intelligence platforms. Metaplane's main service involves continuously monitoring data flows in a company's data stack, which includes tracking metrics, metadata, data lineage, and logs. By employing anomaly detection models based on historical data, Metaplane can identify and alert users to potential data issues before they escalate, helping organizations maintain trust in their data. Unlike many competitors, Metaplane takes a proactive approach to data quality, ensuring that stakeholders are informed of discrepancies early on. The company operates on a subscription-based model, allowing clients to access its tools continuously while benefiting from regular updates and improvements.