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Boxy — Packaging Assistant for RAJA

Multi-agent system that recommends the ideal packaging based on customer needs and product constraints.

Role
Technical Product Manager
Period
2024–2026
Stack
Context Engineering · LangGraph · Multi-Agent Systems · RAG · Function Calling · Azure AI Search
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Boxy — Packaging Assistant for RAJA

Overview

Boxy helps RAJA customers find the optimal packaging solution from a single natural-language request. It acts as a smart layer between customer support and RAJA’s internal search engine.

How it works

  • A multi-agent system identifies the request type and gathers missing details (weight, dimensions, fragility, usage context).
  • A supervisor agent routes the request to specialized sub-agents, each focused on a packaging product range.
  • RAG + function calling retrieve the right product data and recommendations from RAJA’s internal catalog.

Outcome

RAJA launched its first packaging assistant, improving search relevance and customer experience while reducing support load.