Solutions

AI-powered
customer support.

Triage the queue, draft replies from your own docs, and hand the repetitive portal work to bots, without replacing your helpdesk or your team.

  • Works in your helpdesk
  • Grounded in your docs
  • Runs around the clock
  • A person approves
Support Queue
Work the open tickets. Refund anything under $50 that the policy covers.
Used the computer · clicked, typed, took a screenshot
  • Zendesk23 tickets answered · 4 escalated
  • Notionrefund policy checked for each one
  • Stripe6 refunds ready · $212 total

Computer

Needs input

Approve the six refunds in Stripe. I stop at anything that moves money.

Open computer
Follow up...

Cluster Bot · Support Queue

Clear the support queue.

Reads each ticket, finds the answer in your help docs, and replies in the admin tools your team already uses.

Meet Cluster Bot

Capabilities

Support that scales with you

Put AI on the parts of support that are slow and repetitive, and keep people on the conversations that need them.

Ticket triage
An agent reads each incoming ticket, classifies it by topic and urgency, and routes it to the right queue.
Drafted replies
Replies are drafted from your help center, past tickets, and product docs, and wait for an agent on your team to send them.
Bots in the admin portal
Refund lookups, account changes, and order checks happen in a real browser on the bot’s own computer, with each step on screen.
Always on
Triggers start an agent when a ticket arrives and schedules sweep the backlog overnight, so the queue is sorted before the morning shift.
A record of every run
Each run keeps its inputs, tool calls, and output, so you can review what the agent did and why.

How teams use it

From ticket to resolution

  • Automated triage

    Classify and route incoming tickets by content, urgency, and customer history before anyone opens them.

  • Knowledge-powered responses

    Draft accurate responses from your knowledge base and product docs, with the source attached for the reviewer.

  • Portal work, handed off

    Let a bot look up the order, check the shipment, and fill in the return form while your agent stays with the customer.

Explore all use cases

Works with your existing stack

Bots work in your helpdesk and CRM through the browser. Agents connect directly through remote MCP servers, connectors, and the API. No rip-and-replace.

  • Slack
  • Gmail
  • Outlook
  • Notion
  • Linear
  • HubSpot
  • Your helpdesk
  • Your CRM
  • Knowledge base
  • Remote MCP servers
  • Custom APIs

Ready to take the pressure off your queue?

Talk to our team about deploying AI-powered support for your organization.