Contract Cost Growth Early Warning
Description
Predict contracts likely to experience cost growth by comparing spending, schedule, performance and modification patterns.
AI / analytics pattern
ML forecasting + anomaly detection
Automation level / stage
human-in-the-loop analytics
Expected benefit
High-value DoD FM productivity, auditability, data-quality and control improvement.
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; transaction history; audit evidence; reference data; control requirements.
Possible metrics
dollars impacted; exceptions resolved; aged balance reduction; cycle time; NFR closure; audit sample pass rate
MVP scope
Build as a controlled pilot using one Component/process, read-only dashboards, and documented human signoff.
Related material weakness / control objective
Optimize taxpayer dollars and support decision making