Asset Disposal/Write-Off Support Reconciliation Assistant
Description
Match, explain, and prioritize differences for asset disposal/write-off support; draft root-cause narratives and recommended correcting actions for analyst review. The MVP would connect APSRs, GFEBS, Navy ERP, DEAMS, real property systems, DPAS, IUID, PIEE GFP module and produce read-only recommendations for Service asset owners, DLA, DCMA, DFAS, OUSD(C).
AI / analytics pattern
rules + ML matching + GenAI explanation
Automation level / stage
assisted reconciliation
Expected benefit
Reduced manual reconciliation effort, faster close, stronger audit trail for differences.
Audit / financial statement impact
Balance Sheet PP&E, depreciation, deferred maintenance, note disclosures
Controls / human review
Human review for exceptions and recommendations; maintain evidence packages, lineage, source citations, model cards, data-quality checks, and periodic QA sampling.
Data needed
APSRs, GFEBS, Navy ERP, DEAMS, real property systems, DPAS, IUID, PIEE GFP module; master/reference data; audit logs; policy/control requirements; prior exceptions; relevant document evidence.
Possible metrics
match rate; aged differences cleared; analyst hours saved; unsupported adjustment reduction
MVP scope
Start with one Component/reporting entity and one subprocess (asset disposal/write-off support) for two close/audit cycles; read-only outputs first.
Related material weakness / control objective
Real property; PP&E; government property in possession of contractors; asset valuation