Transaction Anomaly & Fraud Flagging for Accounts Receivable Managers
Cut transaction anomaly & fraud flagging time by 24 hours for Accounts Receivable Managers.
The Problem
Forensic and controller teams only spot AR Collections fraud during annual review — and by then the pattern has compounded over 10 months of undetected leakage.
What We Build
AI monitors HighRadius transactions in real time for duplicate payments, split invoices, ghost vendors, and round-dollar patterns — flagging anomalies within 24 hours instead of 10 months.
Tools & Integrations
How It Works
Discovery Call
We map your current transaction anomaly & fraud flagging process and identify exactly where AI saves the most time.
Build & Integrate
We build the AI workflow and connect it to the tools you already use — no software changes required.
Review & Refine
You review the results, we fine-tune until the workflow matches your standards — then it runs on autopilot.
Frequently asked
How long does transaction anomaly & fraud flagging take manually for accounts receivable managers?+
In most ar collections firms, transaction anomaly & fraud flagging consumes hours per matter or per week that AI can absorb. The exact savings depend on volume, but firms with mature workflows typically see 24 hours improvement within the first quarter after deployment.
Can AI handle transaction anomaly & fraud flagging without losing accuracy?+
Yes — every workflow uses human-in-the-loop. AI does the deterministic 80% (data extraction, classification, routing); your accounts receivable manager keeps every judgment call. Nothing ships without a defined approval point.
Will this require switching from HighRadius?+
No. The automation runs on top of your existing HighRadius setup using its API or agent integration — no migration, no parallel system, no license changes. Your team keeps using HighRadius exactly as before.
How quickly can a accounts receivable manager team deploy this?+
Most engagements ship the first working workflow in 2–4 weeks from kickoff: discovery call → fixed-price scope → build → review/refine. After that it runs on autopilot, with us monitoring for drift.
Is transaction anomaly & fraud flagging automation worth it for a small ar collections firm?+
If your accounts receivable managers spend 5+ hours per week on transaction anomaly & fraud flagging, the ROI is clear. The build pays back inside the first quarter at that volume — and the time savings compound, since the workflow keeps running once deployed.
What happens when HighRadius or our process changes?+
Workflows are versioned and monitored. When HighRadius pushes API changes or your firm changes process, we update the workflow within days — no rebuild required.
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Ready to automate transaction anomaly & fraud flagging?
Book a free 30-minute call. We'll walk through your current process and show you exactly how this workflow would work for your team.