Unfunded Requirement Triage Forecasting & Early Warning
Description
Forecast risk, aging, workload, backlog or balance behavior for unfunded requirement triage, then alert owners before audit or fiscal deadlines are missed. The MVP would connect NGRMS, FYDP, budget exhibits, PBIS-like submissions, congressional marks, prior-year execution and produce read-only recommendations for OUSD(C), Service FM, Program/Budget offices.
AI / analytics pattern
time-series forecasting / classification
Automation level / stage
predictive analytics
Expected benefit
Earlier intervention before deadlines, lower aging/backlog, better resource allocation.
Audit / financial statement impact
Statement of Budgetary Resources; budgetary note disclosures
Controls / human review
Human review for unusual/high-dollar items; policy citations; audit logs; role-based access; periodic accuracy testing.
Data needed
NGRMS, FYDP, budget exhibits, PBIS-like submissions, congressional marks, prior-year execution; master/reference data; audit logs; policy/control requirements; prior exceptions; relevant document evidence.
Possible metrics
forecast error; prevented deadline misses; backlog reduction; aging reduction
MVP scope
Start with one Component/reporting entity and one subprocess (unfunded requirement triage) for two close/audit cycles; read-only outputs first.
Related material weakness / control objective
Funds control, budgetary resource accuracy, decision support