displayName
Enterprise Data Platform Health Check
workflowKind
governance
triggerType
scheduled
typicalCadence
quarterly
complexity
cross-team
description
Assesses the health of the enterprise data platform across
ingestion, storage, processing, and serving layers -- evaluating
ETL/ELT pipeline freshness and failure rates, auditing data
warehouse query performance and cost trends, reviewing ML feature
store consistency and staleness metrics, assessing data catalog
coverage and metadata accuracy, analyzing data quality rule pass
rates across critical business entities, evaluating observability of
data pipelines including lineage completeness and anomaly detection
coverage, and benchmarking platform SLAs against consumer
satisfaction surveys. Produces data platform health scorecard, cost
efficiency analysis, and improvement roadmap. Excludes new pipeline
development.