Real Property-To-Gl Reconciliation Document Intelligence
Description
Extract data from documents, forms, contracts, invoices, vouchers, screenshots, and audit evidence related to real property-to-GL reconciliation; compare extracted values to system records. 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
OCR / IDP + NLP
Automation level / stage
evidence extraction
Expected benefit
Faster evidence extraction, fewer manual keying errors, improved consistency of support packages.
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
extraction accuracy; evidence package cycle time; manual rework rate; missing support rate
MVP scope
Start with one Component/reporting entity and one subprocess (real property-to-GL reconciliation) 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