Definity raises $12M to embed AI agents inside Spark pipelines, catching failures and bad data before they reach the agentic AI systems that depend on them.

A Python-based ETL (Extract, Transform, Load) pipeline that simulates streaming device status data from a dummy origin to a CSV file every 10 minutes. Includes a Databricks ETL script for writing data ...