# Transaction Anomaly & Fraud Flagging for Audit Seniors with CaseWare

> AI monitors CaseWare transactions in real time for duplicate payments, split invoices, ghost vendors, and round-dollar patterns — flagging anomalies within 24 hours instead of 10 months. Purpose-built for teams running CaseWare — uses the native API or agent integration so nothing leaves the system of record.

- **Tool:** [CaseWare](https://calish.com/workflows/tool/caseware/)
- **Role:** [Audit Senior](https://calish.com/workflows/for/audit-senior/)
- **Specialty:** Financial Statement Audit
- **Category:** Reporting & Analytics
- **Canonical URL:** https://calish.com/workflows/with/transaction-anomaly-and-fraud-flagging-for-audit-senior-with-caseware/

## The Problem

Forensic and controller teams only spot Financial Statement Audit fraud during annual review — and by then the pattern has compounded over 10 months of undetected leakage.

## What We Build in CaseWare

AI monitors CaseWare transactions in real time for duplicate payments, split invoices, ghost vendors, and round-dollar patterns — flagging anomalies within 24 hours instead of 10 months. Purpose-built for teams running CaseWare — uses the native API or agent integration so nothing leaves the system of record.

## CaseWare Integration Approach

1. **Audit your CaseWare configuration.** We map the specific CaseWare objects, custom fields, and workflows the automation needs to touch for your financial statement audit practice.
2. **Build on the CaseWare API or agent.** Integration happens inside CaseWare — no data leaves the system, no parallel tool for your team to learn, no license changes.
3. **Human-in-the-loop handoff.** Every automation routes exceptions back to a human in CaseWare with full context — AI handles the 80%, your team owns the judgment calls.

## About This Workflow

- [Transaction Anomaly & Fraud Flagging for Audit Seniors](https://calish.com/workflows/transaction-anomaly-and-fraud-flagging-for-audit-senior/)
- AI monitors CaseWare transactions in real time for duplicate payments, split invoices, ghost vendors, and round-dollar patterns — flagging anomalies within 24 hours instead of 10 months.

## Other CaseWare Automations

- [Audit PBC List Management for Audit Seniors](https://calish.com/workflows/with/audit-pbc-list-management-for-audit-senior-with-caseware/)
- [Bill Capture & AP Processing for Audit Seniors](https://calish.com/workflows/with/bill-capture-and-ap-processing-for-audit-senior-with-caseware/)
- [AR Collections & Dunning for Audit Seniors](https://calish.com/workflows/with/ar-collections-and-dunning-for-audit-senior-with-caseware/)
- [Month-End Close Checklist for Audit Seniors](https://calish.com/workflows/with/month-end-close-checklist-for-audit-senior-with-caseware/)
- [Expense Report Processing for Audit Seniors](https://calish.com/workflows/with/expense-report-processing-for-audit-senior-with-caseware/)
- [Multi-State Sales Tax Filing for Audit Seniors](https://calish.com/workflows/with/multi-state-sales-tax-filing-for-audit-senior-with-caseware/)
- [1099 & Contractor Reporting for Audit Seniors](https://calish.com/workflows/with/1099-and-contractor-reporting-for-audit-senior-with-caseware/)

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