Identify repeated support requests
Customer support inboxes contain repeated requests such as password resets, invoice lookups, status updates, and tracking questions.
Draft categories for incoming messages
An LLM classifier can assign draft labels for sentiment, urgency, customer tier, and technical category.
Route questions and exceptions
Low-risk, well-documented questions can receive a draft answer grounded in approved documentation. High-urgency, ambiguous, or account-specific problems should route to an accountable operator.
Measure routing and response quality
Measure the workflow against a real support baseline: routing accuracy, time to first useful response, escalation quality, and operator workload.
Product availability and service terms can change. Check the provider’s current information before placing an order or implementing a workflow.