Cost-Driver Discovery Forecasting & Early Warning
Description
Forecast risk, aging, workload, backlog or balance behavior for cost-driver discovery, then alert owners before audit or fiscal deadlines are missed. 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
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
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
forecast error; prevented deadline misses; backlog reduction; aging reduction
MVP scope
Start with one Component/reporting entity and one subprocess (cost-driver discovery) for two close/audit cycles; read-only outputs first.
Related material weakness / control objective
Optimize taxpayer dollars and support decision making