Pipeline Visibility Audit

Cloud data operations teams in Hong Kong often inherit overlapping job metrics, lag counters, and ad-hoc alerts that no longer match how pipelines actually run. This audit inventories what your applications already emit across orchestration, warehouse loads, and downstream consumers.

We work from your runbooks, staging telemetry, and a short operator interview—not a generic maturity scorecard. The output is a prioritised signal dictionary with owners, freshness expectations, and the gaps that block weekly operations reviews.

You leave knowing which measures to repair first, which noise to stop collecting, and how to brief engineering without restarting the entire observability stack.