FTID Fraud - The $70B Retail Problem

FTID Fraud Victim Case Studies

FTID Fraud is Increasing Year Over Year, with More Companies Falling Victim Often Realising Too Late.

In this case study, we take a deep dive into Brunt, which was on track to losing £500K in refunds before implementing an AI-powered FTID fraud prevention solution.

BRUNT Workwear to lose $500k to FTID Fraud before AI-powered FTID fraud prevention solution.​

$500k+

Avoided in FTID Fraud

99%

Reduction in Return Fraud

0

Logistical Changes

BRUNT Workwear: A Fast-Growing Brand Facing a New Threat

Founded in 2019 by Eric Girouard, BRUNT Workwear was built on a mission to provide high-quality, affordable workwear for blue-collar professionals. With rapid growth and an eagerness to embrace technological advancements, BRUNT integrated automated return refunds to streamline operations, improving efficiency for both the company and its customers.

For years, BRUNT operated without issues—until April 2024, when the company encountered Fake Tracking ID (FTID) fraud for the first time. A surge of high-value orders appeared, followed shortly by return requests. However, instead of legitimate returned items, BRUNT’s operations team was alerted to a disturbing pattern: dozens of empty packages labeled with BRUNT’s return address were being delivered to a local bank instead of the company’s warehouse.

The Challenge: An Escalating Fraud Wave

As fraudsters took aim at BRUNT, fraud forums saw mentions of the company skyrocket by 1,720% in just one month. Shortly after, cashout groups—organized networks that purchase bulk goods for resale—began offering BRUNT’s work boots at 40% below retail price, a clear indication that refund fraud networks had identified BRUNT as a vulnerable target.

Faced with this growing issue, BRUNT had two options:

  1. Revert to manual return processing, a resource-intensive move that would slow operations and burden the warehouse team.

  2. Find a fraud prevention solution that could work alongside automated refunds without disrupting efficiency.

The Turning Point: AI Fraud Prevention Takes Action

Recognizing the warning signs, an AI fraud prevention provider reached out to BRUNT’s operations team, offering a solution that could detect and block fraudulent returns in real time. The BRUNT team, already aware of the suspicious patterns, quickly agreed to integrate the system.

Within a week, the AI-powered fraud detection tool was fully operational, scanning return data and identifying potential FTID fraud before refunds were processed. The results were immediate: in just seven days, the system successfully prevented over $21,000 in fraudulent returns. Had this trend continued unchecked, BRUNT was on track to lose over $1 million in merchandise to FTID fraud in a single year.

The Turning Point: AI Fraud Prevention Takes Action

Recognizing the warning signs, an AI fraud prevention provider reached out to BRUNT’s operations team, offering a solution that could detect and block fraudulent returns in real time. The BRUNT team, already aware of the suspicious patterns, quickly agreed to integrate the system.

Within a week, the AI-powered fraud detection tool was fully operational, scanning return data and identifying potential FTID fraud before refunds were processed. The results were immediate: in just seven days, the system successfully prevented over $21,000 in fraudulent returns. Had this trend continued unchecked, BRUNT was on track to lose over $1 million in merchandise to FTID fraud in a single year.

The Solution: Stopping Fraud Before It Starts

The AI fraud prevention system seamlessly integrated with return platforms like Loop and Narvar, identifying fraudulent return requests and blocking them from being automatically processed. Beyond just detecting fraud, the system created a deterrent effect—as fraudsters share information on brand vulnerabilities, they also warn each other when a retailer becomes too difficult to exploit.

By the third week of AI fraud detection, BRUNT’s fraud rate had already dropped significantly. By August, fraudulent return attempts had been completely eliminated, with all returns properly delivered to the warehouse.

The Impact: Protecting BRUNT Without Slowing Growth

Thanks to AI-powered fraud prevention, BRUNT Workwear:

  • Maintained automated refund efficiency while eliminating fraudulent refunds.

  • Blocked known fraudsters, ensuring they could not exploit BRUNT—or any other businesses using the same AI fraud prevention tool.

  • Protected its bottom line, saving hundreds of thousands in potential losses.

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