Customer Operations

AI in customer service handles the high-volume, well-understood parts of the work — answering common questions, checking status, classifying and routing requests, collecting information and summarising interactions — so human agents can focus on complex, sensitive and high-value cases. Done well, it improves availability and speed without removing access to people.

Voice AI uses speech recognition, language understanding and speech synthesis to handle phone interactions with AI. For businesses, it is most useful for routine calls — answering common enquiries, taking appointment requests, collecting information, qualifying callers and routing calls — with transfer to a person for anything complex or sensitive.

A human + AI customer operation assigns routine, repetitive work to AI and keeps people responsible for judgement: complaints, sensitive cases, negotiations, exceptions and high-impact decisions. The model depends on well-designed handovers — clear escalation triggers and full context passed to the human — and on people reviewing and improving how the AI performs.