Autonomous Customer Service Agent — Self-Resolving Support

I will build an autonomous customer service agent that independently resolves customer queries — accessing your knowledge base, order system, account data, and performing permitted actions (status updates, refunds within defined limits, booking changes) — without requiring human intervention for the defined resolution scenarios. Autonomous customer service agents deliver value proportional to the percentage of query types they can resolve without human involvement — a carefully scoped agent that autonomously resolves 60% of query volume frees your human agents to focus on the genuinely complex 40% that requires human empathy and judgement.

The agent covers knowledge base RAG integration, order and account system access, permitted action execution (within defined limits), escalation logic for out-of-scope queries, handoff to human agent with full context, and a resolution rate dashboard.