Dormant Account Review Prioritization
Description
Rank dormant obligations by liquidation likelihood, age, fiscal year, vendor/customer, and documentation risk.
AI / analytics pattern
ML risk scoring + rules
Automation level / stage
assistive/analytics with human review
Expected benefit
Focuses analysts on high-risk dormant obligations and potential deobligation opportunities.
Audit / financial statement impact
Improves funds control and reduces stale obligations.
Controls / human review
Human review for exceptions and recommendations; maintain evidence packages, lineage, source citations, model cards, data-quality checks, and periodic QA sampling.
Data needed
source transactions, reference tables, audit evidence, user/action logs as applicable
Possible metrics
cycle time, match rate, exception aging, NFR closure, audit support effort, data quality score
MVP scope
Pilot with one reporting entity, one fiscal quarter, and read-only outputs before workflow integration.
Related material weakness / control objective
Directly tied to cited DoD FM/audit priority or system mission.