Real-time product recommendations
Personalize product discovery across homepage, cart, and email at sub-50ms latency.
A multi-tier recommendation system combining collaborative filtering, semantic search, and LLM-powered personalization. Serves recommendations across web, email, and app with explainable reasoning and real-time event integration.
- How do we balance personalization vs. cold-start for new users?
- What's the right latency budget at each surface?
- How do we test without degrading current conversion?
- How do we explain recommendations for compliance?
- 50k+ products
- Existing event data
- Multi-surface distribution
What shipping this looks like.
The typical tools for this use case.
Every engagement picks the right tool for your context — these are defaults, not prescriptions.
Services that deliver this use case.
More use cases.
View all →AI copilot for SaaS dashboards
Embed a conversational copilot that lets users query, act, and automate inside your product.
AI customer support automation
Deflect tier-1 tickets, auto-route tier-2, and free your human team for complex work.
RAG knowledge base for internal teams
Instant semantic search across all your internal docs, tickets, and tribal knowledge.
Thinking about real-time product recommendations?
Book a 30-minute scoping call. We'll tell you what shipping this looks like for your context.