DoD FM

Utb-To-Atb Reconciliation Document Intelligence

High priorityMedium riskDerived/normalized from public DoD FM source and established financial-sector AI patternTier 0 — Audit data foundationMedium complexity

Description

Extract data from documents, forms, contracts, invoices, vouchers, screenshots, and audit evidence related to UTB-to-ATB reconciliation; compare extracted values to system records. The MVP would connect Advana UoT, feeder systems, disbursing systems, entitlement systems, GL systems and produce read-only recommendations for OUSD(C), DFAS, Reporting Entities.

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

Completeness/existence of transactions supporting all financial statement lines

Controls / human review

Human review for unusual/high-dollar items; policy citations; audit logs; role-based access; periodic accuracy testing.

Data needed

Advana UoT, feeder systems, disbursing systems, entitlement systems, GL 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 (UTB-to-ATB reconciliation) for two close/audit cycles; read-only outputs first.

Related material weakness / control objective

Universe of Transactions completeness and reconciliation