definity.ai is a company that specializes in data pipeline observability solutions. It offers a platform designed for advanced data engineering, focusing on monitoring and optimizing data pipelines, particularly for Spark-based systems. Its primary services include pipeline observability, performance optimization, and lifecycle management for data infrastructure. The company's platform is designed to work across various environments, including on-premises and cloud setups, and supports multiple data processing tools such as Spark, DBT, and SQL.
Definity's observability platform operates through a single-point, one-time installation that requires no code changes, allowing seamless integration with existing data infrastructure. The platform provides real-time data quality monitoring, pipeline reliability, and platform health. It uses AI-powered coverage to generate tailored tests and dynamic anomaly detection, reducing the need for manual test writing. The system offers contextualized root-cause analysis with end-to-end column-level data, job lineage, and proactive protection through inline checks and automatic run preemption.
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