ShieldSet helps data engineering teams respond to incidents faster — with AI-generated runbooks tailored to your stack. When an Airflow DAG fails, a dbt model breaks, or a Spark job crashes, ShieldSet surfaces the right steps, the right contacts, and the right context — automatically. No more hunting through Confluence. No more tribal knowledge bottlenecks. Built for the teams keeping data pipelines alive in production.