DTS Voucher-Authorization Consistency Check
Description
Compare travel voucher claims against authorization, booked itinerary, receipts, per diem rules and policy exceptions.
AI / analytics pattern
rules + document AI + anomaly detection
Automation level / stage
assistive/analytics with human review
Expected benefit
Reduces erroneous travel payments and manual voucher review workload.
Audit / financial statement impact
Improves travel expense accuracy and improper payment prevention.
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.