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AI agent for fraud analysts

Order Fraud Review Agent

Fewer fraud losses without blocking good customers

Order Fraud Review Agent: what goes in, what the agent does and what you get

What it does

Fraud costs money in lost goods and chargebacks, but blunt rules also block good customers. This agent reviews flagged orders using signals such as mismatched billing and shipping, address history, order size, device and past customer behavior. It scores each order. For borderline cases it gathers more evidence, such as a prior good order from the same customer. A gift order with different addresses from a long-time customer is usually fine. If the evidence is still unclear, it drafts a verification message to the customer and waits. The manager approves every cancellation or release. Later, when chargebacks arrive, it checks which orders it passed and suggests rule changes.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
Yes, continueYes, continueApprovedNoNo 1 STARTS WHEN Order flagged 2 USES A TOOL Gather order, payment and customer history 3 DOES Score risk 4 CHECKS THE RESULT Is the risk clearly low or clearly high? If not: gather more evidence such as past good orders.Back to step 2. 5 DOES Draft verification message for unclear orders 6 CHECKS THE RESULT Did the customer verify within 24 hours? If not: keep the order on hold and recommend cancelling.Back to step 5. 7 YOU APPROVE Manager approves cancel or release 8 DOES Review later chargebacks and suggest rule changes 9 RESULT Fraud decision log
Read the steps as a list
  1. Order flagged
  2. Gather order, payment and customer history
  3. Score risk
  4. Is the risk clearly low or clearly high?If not: gather more evidence such as past good orders. Back to step 2.
  5. Draft verification message for unclear orders
  6. Did the customer verify within 24 hours?If not: keep the order on hold and recommend cancelling. Back to step 5.
  7. Manager approves cancel or releaseThe agent waits here for your OK.
  8. Review later chargebacks and suggest rule changes
  9. Fraud decision log

How it decides

It scores signals and history together and asks for verification on borderline orders.

  • Long-time customers get more trust
  • Verification before cancel on borderline
  • Chargebacks feed rules

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Score thresholds
  • Verification wait time
  • Signals used

What keeps you in control

It always asks you first

  • Cancelling orders
  • Rule changes

Hard limits

  • Never cancels orders
  • Never accuses customers

It stops when

  • Done: decision made
  • Stop: payment provider flags as confirmed fraud

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensA 1,200 dollar order from a new account shipped to a freight forwarder. The score was borderline, so the check failed and the agent drafted a verification message. No reply came in 24 hours, and the manager approved cancelling. The same day a gift order from a 3-year customer with a new address was released. A month later no chargebacks traced to released orders.

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