Clarity Systems' AI X-Ray Aims to Curb Retail's $103B Returns Fraud Crisis

SAN FRANCISCO, CA – August 13, 2026 – In a significant move to combat one of retail's most costly and fastest-growing challenges, fraud detection startup Clarity Systems has closed a $4.4 million seed funding round. The investment, led by early-stage venture firm LMnT Ventures, will accelerate the deployment of Clarity's novel system, which uses AI-powered X-ray technology to detect returns fraud in seconds without ever opening the box.

The funding arrives as the retail industry grapples with staggering losses from fraudulent returns, a problem that has evolved far beyond simple shoplifting. “Retail fraud has become a professional industry, run at scale against the returns counter and the receiving dock, and most defenses were built for a shoplifting era,” said Andy Ruben, Cofounder and CEO of Clarity Systems. “We built Clarity to catch it the moment it enters the building.”

Founded by retail and returns industry veterans Ruben, Darrell Whitelaw, and Sender Shamiss, Clarity Systems is positioning itself as a critical new line of defense. The new capital, with participation from Regeneration VC, Humba Ventures, and Massive Technology Ventures, validates the urgent market need for a smarter, more precise approach to loss prevention.

A $103 Billion Problem Hiding in Plain Sight

The scale of returns fraud is immense. According to a 2024 report by Appriss Retail and Deloitte, fraudulent returns are projected to cost retailers an estimated $103 billion this year alone, representing more than 15% of all returned merchandise. With total returns climbing towards $700 billion annually, this silent drain on revenue impacts everything from inventory accuracy to bottom-line profitability.

This issue is compounded by the increasing sophistication of fraudsters. Common schemes include “wardrobing” (wearing an item and then returning it), returning stolen goods, swapping a valuable product for a cheap counterfeit, or simply returning an empty box. These tactics are notoriously difficult to catch through manual inspection, which is often time-consuming and prone to human error, especially during peak return seasons.

In response, many retailers have implemented broad, restrictive return policies. While intended to deter fraud, these measures often create friction and frustration for honest customers, potentially damaging loyalty and driving them to competitors. This creates a difficult balancing act for retailers: tighten security and risk alienating legitimate shoppers, or maintain a lenient policy and absorb billions in losses. This is the complex environment Clarity Systems aims to transform.

The X-Ray Eye: How AI is Redefining Loss Prevention

Clarity Systems' solution introduces a new paradigm for asset protection, moving inspection from the surface to the sub-surface level. Drawing an analogy to an airport luggage scanner, its technology combines diagnostic-grade X-ray intelligence with advanced computer vision and AI. When a returned item is placed in the machine, it performs a complete internal scan in approximately three seconds.

The system then compares the scan's data against the product's original manufacturer profile—a digital fingerprint of what the item and its packaging should contain. The AI instantly analyzes the contents for anomalies, flagging counterfeit goods, incorrect items from a product swap, missing components like chargers or accessories, and other forms of manipulation that are invisible to the naked eye.

Crucially, the system operates as a decision-support tool. It flags suspicious returns for a retail associate to review, but the final determination remains in human hands. This “machine flags, people decide” approach empowers employees with high-fidelity data while keeping them in control of the customer interaction. By providing a non-invasive and rapid method of verification, the technology eliminates the need for employees to manually unpack, inspect, and repackage every return, dramatically improving operational efficiency at receiving docks and return counters.

Balancing Security with a Seamless Customer Experience

The most compelling aspect of Clarity's innovation may be its potential to resolve the conflict between loss prevention and customer experience. By precisely identifying fraudulent activity, the technology enables retailers to target bad actors without penalizing their entire customer base. Retailers can maintain more flexible and customer-friendly return policies, confident that they have a robust system in place to catch abuse.

This vision resonates strongly with investors. “Return fraud is a stubborn, massive problem hiding in plain sight, costing the world’s largest brands billions and ultimately leaving everyday consumers to foot the bill,” said Jeff Miller, Founder and Managing Partner of LMnT Ventures. “With Clarity’s advanced imaging hardware and proprietary AI models, this chronic problem is finally tractable. Importantly, this isn’t AI theory—it’s already happening on Clarity systems.”

This ability to surgically address fraud allows retailers to foster trust and goodwill. Honest customers enjoy a frictionless returns process, while the retailer is protected from significant financial hemorrhaging. In a hyper-competitive market where customer loyalty is paramount, this dual benefit represents a powerful strategic advantage.

From Industry Veterans to Tech Innovators

Clarity Systems' credibility is deeply rooted in the experience of its founders. Andy Ruben, Darrell Whitelaw, and Sender Shamiss are not outsiders to retail; they are seasoned professionals who have spent their careers navigating the complexities of supply chains, logistics, and returns. Their intimate understanding of the industry's pain points is what led them to develop a solution born from direct experience. As Miller noted, it's a problem the founders “have had to endure for decades.”

This deep industry expertise has clearly resonated with investors who specialize in transformative technology. Lead investor LMnT Ventures focuses on “bits-and-atoms” companies that merge software and hardware to solve physical world problems. Similarly, participant Massive Technology Ventures targets deep-tech and AI-native infrastructure. Their investment signals confidence not just in the market opportunity, but in Clarity's specific, hardware-based approach to solving it.

Within its first year, Clarity has already deployed its systems with major national retailers, demonstrating immediate traction and real-world applicability. As this technology becomes more widespread, it has the potential to set a new industry standard for how returns are managed, turning a major liability into a more secure and efficient operation. By giving retailers the ability to see the truth inside the box, Clarity Systems is bringing much-needed transparency to one of commerce's most opaque problems.