25 matching use cases
DoD FM AI Use Case Catalog ×Audit Readiness / Material Line Items ×Advana-FM audit execution and material line-item support ×
UCDOD-FM-V2-016DoD FM

Master Data Entity Resolution Service

Resolve vendor, customer, contract, trading partner, asset, TAS/SLOA, and document identifiers across Advana-FM and source systems.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-017DoD FM

Data Product Certification Monitor

Track whether each Advana-FM line-item data product has a named owner, source system contract, refresh cadence, quality rules, lineage, and audit acceptance criteria.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-018DoD FM

Critical Data Element Completeness Scorer

Score critical fields needed for sample testing, such as document number, TAS, SLOA, vendor, trading partner, contract, invoice, acceptance, asset ID, date, amount, and approver.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-019DoD FM

Audit Sample Attribute Extraction Assistant

Extract auditor-required attributes from documents and system screens, compare to transaction data, and flag discrepancies before review.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-020DoD FM

Evidence Package Acceptance Predictor

Use historical reviewer results to identify evidence packages likely to fail first-pass review and recommend missing support before submission.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-021DoD FM

Suspense and Unmatched Transaction Resolver

Cluster suspense, unmatched, or orphan transactions by probable source-system cause and recommended resolution path.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-022DoD FM

Journal Voucher and Adjustment Risk Scoring Refresh

Score JVs/adjustments by period-end timing, preparer/approver pattern, abnormal account combinations, narrative quality, and evidence availability.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-023DoD FM

Contract-to-Accounting Traceability Assistant

Link contract CLIN/SLIN, funding, receiving, invoices, payments, capitalization, expenses, and GL postings.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-024DoD FM

Invoice and Receiving Document Extraction Assistant

Extract invoice, receipt, acceptance, delivery, quantity, amount, and approval attributes to support AP/P2P testing.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-025DoD FM

Treasury Cash Timing Difference Classifier

Classify FBWT differences as timing, accounting, disbursement, collection, missing source, or Treasury/DoD mismatch.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-026DoD FM

AP Accrual and GRNI Analyzer

Identify goods received not invoiced, accruals, reversals, and unmatched receiving/payment patterns.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-027DoD FM

AR Collectability and Allowance Support Analyzer

Analyze AR aging, collection history, disputes, credit/risk indicators, and allowance support evidence.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-028DoD FM

Revenue Earned/Unbilled Reconciliation Assistant

Match earned revenue, customer orders, billing status, collections, and GL postings to identify unbilled or unsupported revenue.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-029DoD FM

CIP-to-Asset Placement Traceability Assistant

Trace construction-in-progress and capitalized asset activity from contract/invoice to asset placement and depreciation start.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-030DoD FM

Lease Option and Payment Schedule Extractor

Extract renewal options, discounting inputs, lease payments, start/end dates, and embedded lease indicators from lease files.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-031DoD FM

DDRS Trial-Balance-to-Line-Item Crosswalk Validator

Validate mapping from GL/USSGL/SLOA to trial balance, DDRS line items, and financial statement presentation.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-032DoD FM

TAS/SLOA Validation and Exception Router

Detect invalid or inconsistent TAS/SLOA values and route exceptions to the correct data owner or line-item action team.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk
UCDOD-FM-V2-033DoD FM

Materiality Coverage and Testing Progress Cockpit

Show leaders which material line items, dollars, populations, samples, and evidence packages are covered, unsupported, aging, or blocked.

DoD FMAudit Readiness / Material Line ItemsHigh priorityMedium-High risk
UCDOD-FM-V2-034DoD FM

JFT-A Action Team Command Center

Provide action-team views for UoT, FBWT, IGT, AP, AR, Revenue/Expense, Leases, Property/Assets, and JSF blockers, decisions, and KPI movement.

DoD FMAudit Readiness / Material Line ItemsHigh priorityMedium-High risk
UCDOD-FM-V2-035DoD FM

AI Output Control Evidence Logger

Capture model/prompt version, input source, retrieved citations, output, confidence, reviewer action, override reason, and retention marker for each AI-assisted audit workflow.

DoD FMAudit Readiness / Material Line ItemsHigh priorityMedium-High risk
UCDOD-FM-V2-036DoD FM

Reviewer Override and Quality Analytics

Analyze where human reviewers override AI outputs to identify model weakness, training gaps, data-quality issues, and control refinements.

DoD FMAudit Readiness / Material Line ItemsHigh priorityMedium-High risk
UCDOD-FM-V2-037DoD FM

Controlled FM Policy and Accounting Guidance Assistant

Answer FMR, USSGL, Treasury, OMB, SOP, and audit-method questions with citations; limited to approved sources and not treated as audit evidence by itself.

DoD FMAudit Readiness / Material Line ItemsHigh priorityMedium-High risk
UCDOD-FM-V2-038DoD FM

PBC Request Intake and Routing Assistant

Classify incoming PBC requests by material line item, system/source, evidence type, owner, due date, and readiness status.

DoD FMAudit Readiness / Material Line ItemsHigh priorityMedium-High risk
UCDOD-FM-V2-039DoD FM

Advana-FM Data Availability Heat Map

Create a heat map of data available, partially available, not available, and evidence-ready by action team, system, and material line item.

DoD FMAudit Readiness / Material Line ItemsVery High priorityMedium-High risk