Evidence to request in the evaluation
Source identifiers, extraction dates and environment labels.
A practical acceptance test
Follow one reported amount back to the original record and inspect any transformations.
An illustrative review decision
Test lineage after a source file is replaced by a newer version. The reviewer should still identify which extraction supported the earlier finding, including transformations and any environment classification applied to it.
What can lead to the wrong conclusion?
Synthetic examples may demonstrate a workflow but cannot substantiate production spend or savings.
The result to retain
A provenance acceptance checklist with explicit environment separation.
Apply the review in context
Technology Spend currently provides an evidence-first demo workspace with synthetic demonstration records. Production sources, tenant integrations and external actions remain disabled until explicitly connected and validated. Keep identified, reviewed, approved, implemented and confirmed savings distinct. Capability overlap is a review signal, not an automatic removal recommendation. Production evidence must remain separate from synthetic/demo records.
This guide describes a human review method, not a claim that every scenario is automatically detected or executed. Explore AuditRes Technology Spend.