Commerce & Retail

Every session. Every shopper. Every signal.

Product discovery, visual search, real-time personalization, and supply chain intelligence — AI built for the speed and scale of modern commerce.

The progression

Start where you are.
Build toward the frontier.

We meet you at your current maturity level and build a clear path forward — from foundational implementation to research-grade capability.

01
Shoppers find what they're looking for

Discovery & Search

  • Semantic product search (beyond keywords)
  • Visual search with CLIP-powered matching
  • Category & attribute extraction at scale
  • Query understanding & intent expansion
  • Zero-result & long-tail query handling
02
Every session, dynamically optimized

Personalization

  • Real-time product recommendations
  • Dynamic pricing signal modeling
  • Inventory-aware search ranking
  • Customer lifetime value segmentation
  • Cross-sell & upsell prediction
03
Intelligence across the whole supply chain

Operations Intelligence

  • In-store computer vision & footfall analytics
  • Supply chain anomaly detection
  • Demand forecasting & replenishment signals
  • Returns prediction & fraud scoring
  • Automated product description generation
What you get

Shipped artifacts,
not slide decks.

Every engagement ends with working software, documented systems, and a team that knows how to extend them.

Search & discovery system

Semantic and visual search deployed to your catalog — with A/B testing and ranking controls.

Recommendation engine

Real-time personalization that updates with every click — trained on your specific catalog and behavior data.

Vision AI pipeline

Object detection and image classification for in-store analytics and visual product search.

Demand forecasting model

SKU-level demand prediction integrated with your inventory and replenishment systems.

Ready to build?

Your Commerce & Retail stack
starts with one call.

Book a 30-minute strategy session. We'll map your specific opportunity in commerce & retail, identify the highest-leverage starting point, and tell you exactly what an engagement looks like.

Usually responds within 24 hours