personalization
personalization at Beyond Market Intelligence is a file of 6 stories. The newest of them: “When Commerce AI Outpaces Integration, Outcomes Falter”, “How DoorDash builds agentic AI from legacy prediction models”, and “From Spotify to shopping: AI taste prediction arrives for e-commerce”. Enterprise AI investment in commerce is at an all-time high, yet outcomes remain wildly inconsistent. Sudeep Das walks us through DoorDash's move from one-shot predictions to a platform built for context-aware recommendations. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every personalization story on Beyond Market Intelligence, newest first.
When Commerce AI Outpaces Integration, Outcomes Falter
Enterprise AI investment in commerce is at an all-time high, yet outcomes remain wildly inconsistent. That gap isn't accidental; it's the predictable result of layering point solutions that were never built to work together. Each tool performs well in isolation, but the system leaks intent at every handoff. The fix isn't another add-on. It's architectural coherence. Brands that build that connective tissue now will compound their advantages. Those that don't will watch agentic commerce expose every fracture. The window to act is closing.
How DoorDash builds agentic AI from legacy prediction models
Sudeep Das walks us through DoorDash's move from one-shot predictions to a platform built for context-aware recommendations. It's a shift from static models to something more adaptive, using language-native memory and semantic IDs to keep pace with real consumer behavior. The grounded search piece matters too, as it ties relevance directly to conversion. For anyone wrestling with how to scale AI beyond isolated tasks, this is a practical look at what agentic systems actually require.
From Spotify to shopping: AI taste prediction arrives for e-commerce
A group of former Spotify engineers has raised $10 million to apply the same recommendation engine that powers music discovery to online shopping. Their platform predicts which product a shopper wants next, learns general taste, and fine-tunes in real time based on behavior. It is a practical step toward making e-commerce feel less like a search bar and more like a guide. If you are curious about the limits of such personalization, our piece on talking to an AI clone offers a useful counterpoint.
Why I Stopped Installing Skills and Found a Smarter Workflow
There's a quieter path past the constant churn of installing Claude Skills. I stopped adding them to my workflow, and the shift has been liberating. Instead of stacking tools, I'm focusing on direct conversations with the model, letting it adapt to my specific needs in the moment. It feels less like managing a toolbox and more like collaborating. If you're curious about the limits of this kind of interaction, our piece on talking to an AI clone offers a useful counterpoint.
Explore smarter retention strategies with pre-churn scoring and uplift modeling
Customer churn is a quiet leak in FinTech, one that erodes growth long before it hits a dashboard. This practical guide pairs pre-churn scoring with uplift modelling to show you not just who might leave, but which interventions actually change the outcome. It's a smarter, more human approach to retention. We appreciate the focus on actionable insight over theory. For those eager to expand their analytical toolkit, our guide to distributed training offers a complementary technical deep dive.
Discover a new way to explore images tailored just for you.
Google Images is trading its static grid for something more personal. The new "For You" gallery surfaces images based on your interests and browsing history, turning a search tool into a discovery space. It feels less like a database and more like a feed you actually want to scroll. That shift toward tailored exploration is overdue, and it pairs naturally with the kind of AI-driven experimentation Pinterest is testing with its Restyle feature.