khynex.ai

(Case) Ember Commerce · 2024

Headless storefront, agentic merchandising.

Client · Ember CommerceYear · 2024Discipline · AI · ML

The brief

Ember's 11-brand portfolio needed personalization that felt human without 11 separate teams managing it.

Our answer

An agentic merchandising layer over a unified product graph — autonomous category curation, A/B-aware copy generation, and human-in-the-loop approvals.

+18%
AOV
+24%
Conversion
−72%
Editorial time

Stack

Built with.

  • Next.js
  • LangGraph
  • Anthropic
  • Postgres
  • Temporal

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