Elimination Entry Support Reconciliation Assistant
Description
Match, explain, and prioritize differences for elimination entry support; draft root-cause narratives and recommended correcting actions for analyst review. The MVP would connect DDRS-B, DDRS-AFS, UTB/ATB, GTAS, financial statement compilation packages and produce read-only recommendations for DFAS, OUSD(C), Service reporting offices.
AI / analytics pattern
rules + ML matching + GenAI explanation
Automation level / stage
assisted reconciliation
Expected benefit
Reduced manual reconciliation effort, faster close, stronger audit trail for differences.
Audit / financial statement impact
All principal statements and notes
Controls / human review
Human approval required before posting, payment, denial, personnel action, or official audit response; model validation; drift monitoring; exception sampling; full prompt/data/output logging.
Data needed
DDRS-B, DDRS-AFS, UTB/ATB, GTAS, financial statement compilation packages; master/reference data; audit logs; policy/control requirements; prior exceptions; relevant document evidence.
Possible metrics
match rate; aged differences cleared; analyst hours saved; unsupported adjustment reduction
MVP scope
Start with one Component/reporting entity and one subprocess (elimination entry support) for two close/audit cycles; read-only outputs first.
Related material weakness / control objective
Financial reporting internal controls; reduction of unsupported adjustments