definity is a data application observability & remediation platform, helping Spark-heavy data engineering teams to seamlessly monitor data applications health + data quality + performance in-motion, detect anomalies in run-time, resolve incidents in minutes, optimize applications’ performance, and cut infrastructure cost – with zero code changes.