Our Perspective
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Human judgment. Smarter commerce.
Perspectives on AI, personal styling, and the future of apparel commerce.
Featured · Shape & Fit
Amy Wister & Philip Dubina · October 7, 2026
Her Body Is Not a Piece of Fruit.
Body shape has spent fifteen years labeled as friction in apparel ecommerce. The question was never the problem. The picture was.
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Retail Performance
Amy Wister · August 5, 2026
Retailers: Does Your Assortment Still Look Like You?
Your brand identity took years to build. One page of your website can tell you if it's still intact.
AI & Personalization
Amy Wister · June 18, 2026
Who’s the Fabric Technologist — and Why Should We High Five Them?
The invisible experts behind why your jeans fit beautifully, your sweaters feel expensive, and why you should never wash stretch fabrics in hot water.
Shape & Fit
Amy Wister · June 10, 2026
The Most Valuable Fashion Data Retailers Don’t Collect
What a Macy's stylist revealed about the biggest blind spot in retail personalization.
Shape & Fit
Amy Wister · June 4, 2026
Armoire x RevShopp: Shop Your Shape Workshop
Learn how to shop your shape at Armoire's Big Closet in Seattle
Shape & Fit
Amy Wister · May 27, 2026
From Averages to Architecture: Why Size Was Never the Starting Point
When you start with shape, everything else clicks into place.
Humanizing Ecommerce
Amy Wister · April 30, 2026
What Luxury Retail Figured Out That E-Commerce Still Hasn't
Your e-commerce website is a fire hose. Here's why and how to fix it.
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