AI agent use cases for customer support
Support AI agent use cases that work in production: deflection with sources, triage, drafts, and escalations - not unsupervised refunds.
Written by Northstar
Northstar is an AI agent systems studio. Alex leads engineering and product systems; Jordan leads operations and workflow fit. We ship production agents inside tools teams already use.
Alex Morgan · LinkedIn · Northstar
Direct answer
For support, use agents to triage, draft grounded replies, and escalate cleanly. Keep refunds, legal promises, and account takeovers behind human approval.
Works well
FAQ with citations. Intent triage. Draft replies from approved knowledge. Summaries for agents.
Needs gates
Credits, cancellations, privacy requests, security account changes.
Knowledge requirements
Approved sources beat scraping the whole internet. Version and own the corpus.
Metrics
First response time, resolution quality, escalation rate, CSAT - with baselines.
How Northstar fits
Support-oriented pilots: solutions.
FAQ
Start with a narrow intent set and shadow mode if needed.