Technology & AI

GENERATIVE
AI ADVANTAGE

How we're building defensible moats through proprietary AI and data infrastructure

FINE-TUNED PROPRIETARY MODEL

Built specifically for extended sizes

Current Implementation

We use GenAI to automatically tag and categorize inventory, maintaining accuracy across sizing, color, inseams, and style types without fear of LLM hallucination or mislabeling.

Automated inventory tagging and categorization
Accurate sizing, color, and inseam classification
No hallucination or mislabeling issues

Operational Impact

<10 min

Processing time vs. hours with OpenAI API

90%

Reduction in operational costs

100%

Accuracy in extended-size classification

AI ROADMAP

The future of personalized extended-size discovery

AI-Driven Trend Forecasting & Inventory Insights

Generative AI models analyze purchasing patterns, user searches, and external trend data to predict emerging demand in extended-size fashion.

Purchasing pattern analysis
User search behavior insights
External trend data integration
Demand prediction for extended sizes

AI-Powered Product Recommendations & Personalization

Generative AI models analyze user searches, preferences, saved products, sizing, and style data to deliver hyper-personalized recommendations.

Improved conversion rates
Increased customer retention & LTV
Specialized ad emails for brands
Members corner highlights

Business Impact

78%

Higher repurchase rates with personalization

40%

Increase in customer lifetime value

3x

More effective brand partnerships

McKinsey Consumer Report

DEFENSIBLE MOATS

Why our AI advantage compounds over time

Product Coverage

100+ extended-size brands mapped and standardized. The more brands we add, the stronger our data network becomes.

Customer Loyalty

Personalized fit recommendations create switching costs. Users invest time in our platform, making it harder to leave.

Brand Relationships

Deep integrations and data partnerships create mutual dependency. Brands rely on our insights and customer targeting.

Network Effects

As we add more users, brands, and data points, our AI becomes smarter, our recommendations more accurate, and our moat deeper. This creates a flywheel effect in the overlooked extended-size market where we're building first-mover advantage.

INVEST IN THE AI FUTURE

Join us in building the most advanced extended-size discovery platform