DoD FM

Elimination Entry Support Reconciliation Assistant

High priorityMedium riskDerived/normalized from public DoD FM source and established financial-sector AI patternTier 1 — Material line-item executionMedium complexity

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 G-Invoicing, ERP reimbursable modules, IPAC, DDRS, GTAS, trading partner data and produce read-only recommendations for DFAS, OUSD(C), Components.

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

AR/AP, revenue, expenses, Statement of Net Cost, eliminations

Controls / human review

Human review for unusual/high-dollar items; policy citations; audit logs; role-based access; periodic accuracy testing.

Data needed

G-Invoicing, ERP reimbursable modules, IPAC, DDRS, GTAS, trading partner data; 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

Intragovernmental transactions, accounts receivable/payable, eliminations