Control Owner Job Aid Generator Continuous Control Monitoring
Description
Monitor key control points for control owner job aid generator; flag missing approvals, SoD conflicts, late postings, or incomplete evidence before month-end close. The MVP would connect DoD FMR, FIAR guidance, policy memos, GAMECHANGER, tickets, training content and produce read-only recommendations for OUSD(C), FM Certification Program, DFAS, Component FM schools.
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
Indirect improvement to compliance, controls and audit readiness
Controls / human review
Source-grounded answers only; disclaimer for policy/decision support; user feedback loop; content QA and access controls.
Data needed
DoD FMR, FIAR guidance, policy memos, GAMECHANGER, tickets, training content; 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 (control owner job aid generator) for two close/audit cycles; read-only outputs first.
Related material weakness / control objective
Workforce competency, consistent policy execution and documentation quality