AI Customer Support Assistant (First Desk)

How a B2B company used an AI first-desk assistant to answer common questions and escalate the rest

Scroll

Challenge

A B2B company with a growing customer base was seeing support volume rise faster than headcount. A large share of inbound questions were repetitive—password resets, order status, basic how-to—and agents were spending time on tasks that could be handled by a well-designed assistant. Leadership wanted to improve response time and free agents for complex and high-value cases.

We were asked to design and deploy an AI first-desk assistant: answer common questions from a knowledge base, perform simple actions where safe, and hand off to humans when needed—with clear context so agents could pick up without repetition.

Approach

We built a conversational AI agent connected to the client’s knowledge base and support systems. The agent could answer FAQs, look up order or account status, and suggest articles. When it couldn’t resolve or confidence was low, it escalated to a human with a full transcript and suggested category. We defined guardrails: what the agent could and couldn’t do, and how to train and update it over time.

Solution

We delivered a first-desk assistant and handoff flow.

We implemented an AI assistant that ingested the client’s help content and was trained on historical tickets to learn intent and resolution paths. We integrated with the ticketing system so conversations could be handed off with context. We ran a pilot on one product line, measured deflection and escalation quality, then rolled out with ongoing tuning. Timeline: 10 weeks including pilot.

Take the next step

See how Intellimark can help you deploy an AI first-desk assistant that deflects routine work and escalates the rest.

Outcome

Support could handle more volume with better focus:

Metrics / Results

−25% tickets requiring live agent in pilot scope

Faster first response for deflected conversations

Handoff with context so agents could resolve without re-asking

Ongoing tuning so the assistant improved with new content and feedback

Fin.

The best first desk is the one that solves what it can and hands off the rest cleanly.

Explore more

First Desk · Smart Desk

Streamlining Insurance Claims with Agentic AI · Voice of the Citizen, Simplified