Resolve the routine. Escalate what matters.

Beyond the FAQ bot

Traditional support bots are often limited to matching a question with a prepared answer. That works for a narrow FAQ, then breaks when the customer refers to an earlier message, needs account-specific information or asks for something to be changed.

An agent can combine conversation context with approved company knowledge and live data. Within defined permissions, it can classify the issue, check status, prepare a response, update the ticket or trigger the next internal step. The customer gets continuity; the team gets fewer incomplete handovers.

Good first jobs

Start with requests that are common, well understood and reversible. The agent should prove that it can follow policy before it receives broader access.

• Triage and route inbound email, chat or form submissions
• Answer product, delivery, appointment and policy questions
• Collect missing details before a case reaches a specialist
• Draft responses with citations to the source used
• Summarise long conversations and prepare clean internal handovers

Control stays visible

We separate what the agent may read, recommend and change. A low-risk information request can be handled automatically, while refunds, contractual questions, vulnerable customers or unusual cases can require review. Every important action should be attributable and recoverable.

Quality is measured against actual conversations, not an impressive demo. Useful measures include correct resolution, escalation accuracy, handling time, repeat contact and the reasons people override the agent. Those signals guide each expansion of scope.