THE WEEKLY MFE

Startup Series ~ lookingGLASS: Fashion Meets AI & Sustainability

An Austin-based fashion startup that merges AI with human stylists to help users create outfits using pieces they already own.


By Anika Patel

Every morning, millions of us face the same small frustration: “What should I wear today?” But beyond wardrobe indecision lies a bigger problem. In the U.S. alone, the average consumer discards over 80 pounds of clothing every year [1]. Fast fashion with its rapid trends and disposable mindset amplifies environmental waste and undermines authentic personal style.

That is where lookingGLASS comes in. It is a startup at the intersection of AI, styling, and sustainability, built to help people rediscover the clothes they already own rather than chase the newest drop.

The Origin Story

The founder, Lana Ashby Rowder, felt the pain point personally. After becoming a mother and going through changes in body, lifestyle, and priorities, she found her closet full but her sense of style lost. Finding affordable styling help was difficult, so she created lookingGLASS [1].

Based in Austin, Texas, the company combines human stylists with artificial intelligence to provide personalized outfit suggestions using what users already have in their closets. Their aim is to make style about confidence and joy, not about buying more [1].

What Makes It Special

“Clueless Closet” feature: Users can digitize their closets (scan in their clothing and accessories) and receive daily outfit suggestions generated by AI [1].

Stylist and AI hybrid model: While AI handles the suggestions, human stylists are still involved to offer that personal touch and adapt recommendations to changing bodies, life events, or occasions [1].

Sustainability at the core: Instead of feeding fast-fashion cycles, lookingGLASS encourages better use of existing wardrobes, which can reduce overconsumption and waste [1].

The Significance

  1. Environmental impact

    Reducing the demand for new fast-fashion items helps cut down on textile waste, water use, pollution, and supply chain emissions. The best sustainability is not always making something new, but using what you have in better ways.

  2. Accessibility and inclusion

    Styling services or personal stylists have typically been luxury services that are costly, time-consuming, or irrelevant to many people’s lifestyles. lookingGLASS lowers barriers for working parents, people at body-size transitions, and those who cannot afford frequent shopping [1].

  3. Fashion with intelligence

    AI allows rapid adaptation. Trends change, lives change, and bodies change. A system that learns your preferences, routines, and even the weather can reduce friction in daily life and increase confidence.

What’s Next

lookingGLASS is still early-stage, but already making moves.

It is debuting its “Clueless Closet” tech during Fashion Forward Week of New York Fashion Week, with a live runway show showcasing models transforming outfits in real time using the app [1].

It plans to expand into broader demographics such as men and working parents while growing its premium user base [1].

Possible Challenges Ahead

  • Can AI understand changing bodies, styles, and cultural or personal aesthetic preferences?

  • Will users commit to digitizing large parts of their closets and sustain that over time?

  • How to balance automation with human touch so AI does not feel generic or one-size-fits-all?

  • How to scale without losing sustainability, given that digitization and AI also have environmental footprints?

Conclusion

lookingGLASS is showing that fashion innovation does not have to come at the expense of the planet or our wallets. It is reimagining what “new fashion” means. It is not about what you buy, but how you use what you already have, and how intelligently tools can help you do it better. In an era where fast fashion’s drawbacks are increasingly visible, this kind of model feels not just refreshing but necessary.

References

1. Statesman - “Austin company lookingGLASS to launch AI styling tool during NY Fashion Week”

https://www.statesman.com/business/technology/article/lookingglass-ny-fashion-week-clueless-ai-closet-21029021.php

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