AI agent assist

AI that makes your agents faster — not redundant.

Not every ticket should be automated. Complex issues, frustrated customers, and sensitive situations need human judgment. AI agent assist gives your team instant answer suggestions, source citations, and full ticket context — so they resolve in seconds instead of minutes, without the AI making decisions it shouldn't.

What AI agent assist actually does

Agent assist is the human-in-the-loop mode of AI support automation. Instead of sending responses automatically, the AI surfaces suggested answers, source documents, and confidence scores directly in the agent's interface. The agent reviews the suggestion, edits it if needed, and sends it. The AI does the research. The human makes the decision. Resolution time drops from minutes to seconds — without removing human judgment from the loop.

How it works

From ticket open to response sent — in under 60 seconds

01

Ticket opens in agent view

The agent opens a ticket. TicketResolve AI has already read the ticket, classified it, and searched the knowledge base in the background.

02

Suggested answer appears

A suggested response appears in the agent's interface, alongside the source document it was drawn from and the confidence score. The agent sees exactly what the AI found and how confident it is.

03

Agent reviews and edits

The agent reads the suggestion. If it's correct, they send it with one click. If it needs adjustment, they edit it. If it's wrong, they discard it and write their own response.

04

Response sent and logged

The response is sent. The interaction is logged — whether the agent used the suggestion, edited it, or discarded it — feeding continuous improvement of the AI's suggestions.

Automation vs assist

When to automate and when to assist

The right balance between full automation and agent assist depends on ticket type, customer tier, and your team's risk tolerance. Here's a practical framework.

Ticket typeRecommendationReason
Password reset, account unlockFull automationHigh volume, documented, low risk of error
Billing queries, invoice requestsFull automation or assistDocumented but sensitive — some teams prefer human review
Product how-to, feature questionsFull automationWell-documented, low stakes, high volume
Bug reports, technical issuesAssistRequires human judgment on severity and reproduction
Complaints, escalationsAssistTone and relationship management require human judgment
Enterprise or VIP customersAssistHigh relationship value — human oversight appropriate

Agent experience

What agent assist means for your team

No more knowledge base hunting

The AI finds the relevant documentation before the agent even starts reading the ticket. Agents spend their time on judgment, not research.

Consistent answer quality

Every agent gets the same suggested answer for the same question. No more variation in response quality based on individual knowledge or experience.

Faster onboarding for new agents

New agents can handle a full ticket queue from day one. The AI surfaces the right answer; the agent learns the product by reviewing and sending suggestions.

Reduced cognitive load

Agents who spend less time on research and repetitive tickets have more capacity for the complex, high-value interactions that actually need their expertise.

Frequently asked questions

Give your agents an AI research partner — not a replacement

Book a 20-minute demo and see how agent assist works inside your existing helpdesk.