DoD FM

Reconciliation Aging And Root Cause Continuous Control Monitoring

High priorityMedium riskDerived/normalized from public DoD FM source and established financial-sector AI patternTier 0 — Audit data foundationMedium-High complexity

Description

Monitor key control points for reconciliation aging and root cause; flag missing approvals, SoD conflicts, late postings, or incomplete evidence before month-end close. The MVP would connect Advana UoT, feeder systems, disbursing systems, entitlement systems, GL systems and produce read-only recommendations for OUSD(C), DFAS, Reporting Entities.

AI / analytics pattern

process mining + rules + ML

Automation level / stage

continuous assurance

Expected benefit

More timely control issue detection, reduced repeat findings, stronger ongoing assurance.

Audit / financial statement impact

Completeness/existence of transactions supporting all financial statement lines

Controls / human review

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

Data needed

Advana UoT, feeder systems, disbursing systems, entitlement systems, GL systems; master/reference data; audit logs; policy/control requirements; prior exceptions; relevant document evidence.

Possible metrics

control exceptions detected before close; SoD conflicts remediated; repeat findings reduced

MVP scope

Start with one Component/reporting entity and one subprocess (reconciliation aging and root cause) for two close/audit cycles; read-only outputs first.

Related material weakness / control objective

Universe of Transactions completeness and reconciliation