58 matching use cases
Financial integrity, fraud analytics and improper payment prevention ×High ×
UCDOD-FM-1105DoD FM

Contract Overbilling Detection Agentic Workflow Automation

Coordinate multistep tasks for contract overbilling detection: gather data, build an evidence package, draft analysis, route for review, and record decisions with audit logs. The…

DoD FMFraud, Waste, Abuse & Improper PaymentsHigh priorityHigh risk
UCDOD-FM-1106DoD FM

Recovery Audit Prioritization Anomaly Detection

Detect unusual patterns in recovery audit prioritization using transaction features, user behavior, timing, amount, fund/account, and historical peer benchmarks. The MVP would con…

DoD FMFraud, Waste, Abuse & Improper PaymentsMedium priorityHigh risk
UCDOD-FM-1107DoD FM

Recovery Audit Prioritization Reconciliation Assistant

Match, explain, and prioritize differences for recovery audit prioritization; draft root-cause narratives and recommended correcting actions for analyst review. The MVP would conn…

DoD FMFraud, Waste, Abuse & Improper PaymentsMedium priorityHigh risk
UCDOD-FM-1108DoD FM

Recovery Audit Prioritization Document Intelligence

Extract data from documents, forms, contracts, invoices, vouchers, screenshots, and audit evidence related to recovery audit prioritization; compare extracted values to system rec…

DoD FMFraud, Waste, Abuse & Improper PaymentsHigh priorityHigh risk
UCDOD-FM-1109DoD FM

Recovery Audit Prioritization Forecasting & Early Warning

Forecast risk, aging, workload, backlog or balance behavior for recovery audit prioritization, then alert owners before audit or fiscal deadlines are missed. The MVP would connect…

DoD FMFraud, Waste, Abuse & Improper PaymentsMedium priorityHigh risk
UCDOD-FM-1111DoD FM

Recovery Audit Prioritization Continuous Control Monitoring

Monitor key control points for recovery audit prioritization; flag missing approvals, SoD conflicts, late postings, or incomplete evidence before month-end close. The MVP would co…

DoD FMFraud, Waste, Abuse & Improper PaymentsHigh priorityHigh risk
UCDOD-FM-1112DoD FM

Recovery Audit Prioritization Root Cause Classifier

Classify exceptions and audit findings associated with recovery audit prioritization into root-cause categories such as data quality, interface timing, manual error, policy gap, o…

DoD FMFraud, Waste, Abuse & Improper PaymentsHigh priorityHigh risk
UCDOD-FM-1113DoD FM

Recovery Audit Prioritization Agentic Workflow Automation

Coordinate multistep tasks for recovery audit prioritization: gather data, build an evidence package, draft analysis, route for review, and record decisions with audit logs. The M…

DoD FMFraud, Waste, Abuse & Improper PaymentsHigh priorityHigh risk
UCDOD-FM-T033DoD FM

Vendor Collusion Graph Detector

Detect suspicious vendor/employee/payment relationships and unusual clusters in vendor master, contract, invoice and payment data.

DoD FMFraud, Waste, Abuse & Improper PaymentsVery High priorityHigh risk
UCDOD-FM-T034DoD FM

Split Purchase and Micro-Purchase Abuse Monitor

Identify related purchases intentionally split to avoid thresholds or competition requirements.

DoD FMFraud, Waste, Abuse & Improper PaymentsVery High priorityHigh risk