Learning
Agent refinements and knowledge base updates from customer feedback
Today's learning loop
14
Feedback insights
Across all agents
6
Pending refinements
6 actionable
3
KB update suggestions
3 awaiting approval
Daily
Auto-run schedule
2:00 AM server time
Agent refinements
All agents
Orchestrator
FAQ Agent
Order Agent
Sentiment
Escalation
O
OrchestratorWhen a customer mentions both an order issue and a refund, route to escalation_agent first to assess…
6/4/2026
O
OrchestratorAdd sentiment check before routing to FAQ agent — if frustration score > 0.7, route directly to esca…
6/4/2026
O
Order AgentAlways include estimated delivery date and last carrier scan location when providing order status.
6/4/2026
O
Order AgentProactively offer replacement or refund when order is 'delivery_soon' and customer has contacted sup…
6/4/2026
F
FAQ AgentAlways mention both 30-day full refund and 60-day store credit options when discussing return policy…
6/4/2026
F
FAQ AgentWhen asked about shipping times, include both standard and express options with estimated dates.
6/4/2026
KB update suggestions
What happens if my package is lost in transit?
6/4/2026 · FAQ Agent
Can I change my delivery address after ordering?
6/4/2026 · FAQ Agent
How do I track an international order?
6/4/2026 · FAQ Agent