Observed Cost Patterns
The issues tend to emerge at the seams: between teams, systems, reporting periods, and sources of funding.
01
Initiatives that outlive their environments
Development and testing environments are frequently provisioned for a specific initiative and left running well past its conclusion. Across government cloud accounts, this remains one of the most consistent sources of recoverable spend.
02
Capacity without a shared baseline
Where multiple contractor teams provision infrastructure independently, capacity is often sized conservatively at the outset and rarely revisited once actual usage patterns become clear.
03
Forecasting that arrives after decisions
Budget cycles in government are fixed, but most cost forecasting updates only at the end of a reporting period. This gap leaves budget owners with less room to act before funds are already committed.
04
Accountability rebuilt by hand
When a chargeback or accountability request arrives, the mapping between cloud spend and the responsible program or contractor team is often reconstructed manually, after the fact, rather than maintained continuously.