AI Scanning Background
Reimagining E-commerce Returns

Stop guessing. Start fixing your fashion returns.

We're building an AI-powered Returns Prevention OS for Shopify brands. Join the private beta to fix the root causes of returns before they happen.

S
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120+ Shopify brands on the waitlist

T-Shirt Scan
The Problem

Why are they returning it?

The average fashion brand loses 30% of revenue to returns. Here's where the leaks happen.

Inconsistent Sizing

Inconsistent sizing across brands and cuts creates 'guess & return' orders. Customers buy two sizes just to send one back.

The Expectation Gap

Photos don't always communicate thickness, stretch, opacity, or drape. What arrives isn't what they imagined.

Hidden Defects

Repeat production issues hide in SKU-level return notes until it becomes an expensive problem. Our AI surfaces patterns humans miss.

3.2x faster defect detection

8-12%

Fraud & Wardrobing

Intentional "wear & return" abuse eats directly into margin.

23%

SKU-Level Defects

Recurring quality issues hidden inside individual product data.

40hrs

Support Burden

Monthly CX hours wasted on return inquiries & complaints.

$2.4M

Margin Impact

Average annual revenue lost to preventable returns (mid-size).

The Proof is in the Numbers

Current Chaos

High returns, unstable demand

Avg Return Rate: 29.4%
40% 35% 30% 25% 20% 15% 10% 5% 0% Oct Nov Dec Jan Feb Mar Apr

AI Precision

Return rate drops and stabilizes

Stabilized Rate: 12.8%
40% 35% 30% 25% 20% 15% 10% 5% 0% Oct Nov Dec Jan Feb Mar Apr

Recover lost revenue by filtering high-risk orders instantly.

29.4%
Industry Avg Returns
12.8%
With ReturnGuard OS
Powered by Enterprise-Grade Technology
OpenAI Vision
TensorFlow
NVIDIA
AWS
Stripe
PyTorch
Shopify Plus
OpenAI Vision
TensorFlow
NVIDIA
AWS
Stripe
PyTorch
Shopify Plus
Micro-Level Anomaly Detection
Anomaly Detected

Micro-Level Anomaly Detection.

From glue residue to stitching errors—our vision engine detects flaws invisible to the human eye, ensuring only the perfect pair leaves your warehouse.

How It Works

The Solution

Phone Scanning Shirt

Generated

3D Digital Twin

[ SOLVES EXPECTATION ]

Close the "Expectation" Gap.

Standard photos can't communicate thickness, stretch, or drape. Our vision engine digitizes your garments, setting completely accurate physical expectations before the shopper even adds to cart.

  • High-fidelity fabric rendering
  • Accurate material drape simulation
  • Seamless Shopify PDP widget integration
[ FIXES FIT & FRAUD ]

Eliminate "Guess & Return" Sizing.

Inconsistent sizing across cuts destroys margins. We map your digitized items to each customer's exact profile, routing the perfect size and proactively flagging high-risk wardrobing behavior.

  • Predictive fit scoring per individual SKU
  • Real-time wardrobing abuse detection
  • Automated high-risk order filtering
Skeleton tracking UI
99.2% Match Rate
Now Accepting Applications

Get your free AI Return Audit

See exactly where your brand loses money on returns — and how to fix it in 30 days.

Future of Retail - AI Wireframe
[ THE FUTURE OF RETAIL ]

Ready for the
Future of Retail?

Join the top 1% of brands using AI to secure their inventory and profit margins.

500+
Brands Audited
38%
Avg Return Drop
$2.4M
Revenue Saved

Apply for the Private Beta

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