Customer Service Automation
Reducing cost per contact while protecting CSAT.
What does customer service automation cover?
Applying AI to support queues, ticket triage, deflection and post-contact workflows without degrading service quality.
Definitions in this cluster
Deflection rate
Deflection rate is the share of support contacts fully resolved by automation without a human agent. It is the primary efficiency metric for customer service AI and should always be read alongside CSAT.
Guides & analysis
Customer Support Automation Without Wrecking CSAT
A staged approach to automating tier-1 customer support with AI — from copilot to semi-autonomous to autonomous — with CSAT guardrails at each step.