DoD FM

Mission Outcome Roi Analysis 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 mission outcome ROI analysis; flag missing approvals, SoD conflicts, late postings, or incomplete evidence before month-end close. The MVP would connect Advana, ERP cost objects, FYDP, contract cost reports, logistics/readiness data, EVMS and produce read-only recommendations for OUSD(C), CAPE, Service FM, Program offices.

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

Cost reporting, managerial cost accounting, budget justification support

Controls / human review

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

Data needed

Advana, ERP cost objects, FYDP, contract cost reports, logistics/readiness data, EVMS; 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 (mission outcome ROI analysis) for two close/audit cycles; read-only outputs first.

Related material weakness / control objective

Optimize taxpayer dollars and support decision making