Northwind — AI support copilot

A retrieval-grounded assistant gave a 40-agent support team instant, sourced answers — cutting average resolution time by two-thirds and lifting CSAT.

Client
Northwind
Industry
SaaS Support
## Challenge A retrieval-grounded assistant gave a 40-agent support team instant, sourced answers — cutting average resolution time by two-thirds and lifting CSAT. ## Solution RAG assistant over Zendesk, Confluence, and product docs. Sourced citations + human handoff for edge cases.
The challenge

The challenge

A retrieval-grounded assistant gave a 40-agent support team instant, sourced answers — cutting average resolution time by two-thirds and lifting CSAT.

The solution

The solution

RAG assistant over Zendesk, Confluence, and product docs. Sourced citations + human handoff for edge cases.

The results

−68%Resolution time
+22 ptsCSAT lift
−51%Escalations
RAG·Vector DB·Python·OpenAI
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