Start with the highest-dollar exceptions
Desk adjusters often get the most leverage by starting with categories that can materially change the recommendation: drying time, equipment, demolition, and specialty cleaning or containment.
When those categories look reasonable, the rest of the estimate usually becomes easier to process. When they do not, the file often needs more support or a revised scope discussion.
Look for mismatches between scope and support
Leakage often appears when the invoice tells one story and the supporting documents tell another. Photos, notes, and readings should make the billed work easier to understand, not harder.
If the support package is thin, a reviewer may need to slow down even when the line items themselves look familiar.
Treat repeatable review logic as an advantage
Consistency matters. A checklist helps adjusters handle similar files with the same review standard, especially when claim volume is high or multiple reviewers are touching the queue.
That consistency also improves vendor conversations because the feedback becomes more specific and easier to document in the file.
Write the file note while the review is fresh
The best time to document the recommendation is during the review itself. Capture what was billed, what was supported, what needs clarification, and what the next action should be.
That habit protects the file later and helps supervisors, QA teams, and follow-up reviewers understand the decision path quickly.