What Your Data Observability Platform Might Be Missing

Data observability is crucial for organizations to ensure the quality and reliability of their data assets, especially as data sources become increasingly varied and schemas evolve. Acceldata offers comprehensive data profiling and historical context features that improve model performance and operational efficiency. The platform supports hierarchical and semi-structured data formats, enabling users to handle complex data structures effectively. It also provides customizable monitoring policies for detecting schema drift, data drift, data freshness, and data quality issues. Acceldata's integration with orchestration tools like Airflow and Spark allows users to visualize data pipeline operations and set up custom alerts for policy checks. Overall, a robust data observability platform like Acceldata can help organizations maintain data reliability and quality across their pipelines and data stores.