Retroactive Pay Audit Document Intelligence
Description
Extract data from documents, forms, contracts, invoices, vouchers, screenshots, and audit evidence related to retroactive pay audit; compare extracted values to system records. The MVP would connect DJMS, DCPS, myPay, personnel records, time/attendance, leave and debt systems and produce read-only recommendations for DFAS, Military Departments, HR/Personnel offices.
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
Military pay, civilian pay, benefits liabilities, accounts receivable/debt
Controls / human review
Human approval required before posting, payment, denial, personnel action, or official audit response; model validation; drift monitoring; exception sampling; full prompt/data/output logging.
Data needed
DJMS, DCPS, myPay, personnel records, time/attendance, leave and debt systems; 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 (retroactive pay audit) for two close/audit cycles; read-only outputs first.
Related material weakness / control objective
Payroll accuracy, entitlement compliance, improper payment prevention