The Prévoir Perspective

Welcome to the Prévoir blog, where creative vision meets data-driven clarity. Whether you’re a fashion merchandiser, buyer, founder, developer building fashion tools, retail associate or simply someone who loves the future of fashion, you’re in the right place. Here, we share practical insights and expert commentary across:

AI-powered trend and merchandising analysis
Modern merchandising and planning best practices
The evolving intersection of fashion and technology
Emerging AI innovations shaping the fashion landscape
Smarter, more sustainable inventory strategies

Everything we publish is crafted for today’s fashion teams — clear, useful, and rooted in real industry workflows.

How Prévoir is Redefining Fashion Merchandising with AI and Computer Vision

Prévoir Founder Courtney Kos joins AI Chronicles to share how her team uses computer vision to transform fashion merchandising and reduce waste.

Nov 132 min read

What Is eCommerce Merchandising, Really?

Ecommerce merchandising is more than just how products look on a website. This guide explains the four key components of merchandising, from online display and curation to the critical (and often overlooked) role of data-driven planning. Learn how modern merchandisers use data to go beyond guesswork and build more profitable collections.

Nov 65 min read

Markdowns That Protect Margin: A Strategic Guide for Merchandisers

Learn the strategic difference between markdowns and discounts and how to build a modern, data-driven approach that protects brand value and boosts profitability.

Oct 304 min read

AI Fashion's IP Problem: How to Protect Your Brand and Generate Real Value

Understanding Copyright Risk in AI Fashion Design - For any fashion brand, intellectual property is everything. It's the unique print, the signature silhouette, the story behind a collection. Now, generative AI is forcing a difficult conversation about ownership and originality, raising complex legal and ethical questions that the industry is just beginning to face.

Sep 304 min read

Vogue Business: “What Community Means in 2025” — Little Ned, NYC

NYFW SS26: The Real Runway Was Fashion Tech

New York Fashion Week always delivers big silhouettes and bigger headlines. But the most important shifts we felt this season weren’t on the catwalk—they were in the rooms where founders, operators, and brand leaders asked how technology will shape creativity, community, and commercial performance. Below is our field report from two standout events and our own street-level activation across Manhattan.

Sep 253 min read

Designing for Demand: Bridging Creative Vision and Sales Insights

For any fashion brand, deciding which styles to carry forward and which to retire is a high-stakes decision. A great collection has to be more than just a beautiful design; it needs to connect with customers.

Sep 43 min read

Prévoir's Vision for Fashion's Future: Insights from Our Founder, Courtney Kos, on Artificial Breakdown

Prévoir founder Courtney Kos joins the "Artificial Breakdown" podcast to discuss the future of fashion and how AI helps brands reduce deadstock and buy smarter.

Jul 153 min read

Data-Driven Merchandising for Shopify Fashion Brands

Struggling with deadstock and manual data entry? Learn what data-driven merchandising is and how Prévoir's AI tools can help your fashion brand sell more.

Jun 235 min read