USSGL Posting Logic Drift Monitor
Description
Detect changes in posting logic or unusual USSGL account combinations after ERP updates, interfaces, or configuration changes.
AI / analytics pattern
anomaly detection + metadata monitoring
Automation level / stage
human-in-the-loop analytics
Expected benefit
High-value DoD FM productivity, auditability, data-quality and control improvement.
Audit / financial statement impact
All statements; GL-to-trial-balance accuracy
Controls / human review
Human review for unusual/high-dollar items; policy citations; audit logs; role-based access; periodic accuracy testing.
Data needed
GFEBS, Navy ERP, DEAMS, DAI, DDRS, Advana, USSGL/SLOA/SFIS attributes; transaction history; audit evidence; reference data; control requirements.
Possible metrics
dollars impacted; exceptions resolved; aged balance reduction; cycle time; NFR closure; audit sample pass rate
MVP scope
Build as a controlled pilot using one Component/process, read-only dashboards, and documented human signoff.
Related material weakness / control objective
Financial reporting internal controls; USSGL/SFIS compliance