They come from:
Idle warehouses left running
Poor workload attribution
Lack of enforced auto-suspend policies
No cost accountability by business unit
Overprovisioned compute tiers
At higher spend levels, small inefficiencies scale into material annual exposure.
This diagnostic estimates whether your environment falls into a moderate, elevated, or critical exposure tier.
Estimated Annual Compute Exposure Range
Operational Risk Classification
Governance Maturity Signals
Whether a structured audit is warranted
