How Ulta, Tapestry, and Stitch Fix are using AI to personalize shopping and redefine customer loyalty

Ulta, Stitch Fix, and Tapestry didn't start with 40 AI use cases. They started with one problem they already had data on. That's the part nobody tells you. If you've ever bought an AI tool that your

Ulta, Stitch Fix, and Tapestry didn't start with 40 AI use cases. They started with one problem they already had data on.

That's the part nobody tells you.

If you've ever bought an AI tool that your team quietly stopped using, you're not behind — you picked a solution before identifying the problem. That's a process failure, not a people failure. And it's incredibly common.

Here's what these retailers actually did right: they looked at customer data they were already collecting, found one friction point in the buying journey, and applied AI specifically there. Not everywhere. One place.

Stitch Fix didn't overhaul their entire operation. They identified where personalization was costing them time and money, then automated that specific thing. The ROI became visible fast because the problem was already defined.

You don't need a platform. You need a question.

Start here: What's one customer interaction your team handles manually every week that follows a predictable pattern? That's your first AI candidate. No new systems required. No disruption to what's already working.

What's the one repetitive customer task your team does that you wish you could clone yourself to handle?

#AIStrategy #SmallBusiness #CustomerExperience #BusinessGrowth

Original Source

Ulta Beauty is putting its vast customer data to work with AI-powered personalization. ... Stitch Fix has roughly 40 AI use cases across marketing, from ...