Trusted by 1700+ teams
14-day free trial
No credit card required

AI Ticketing System With a Human in the Loop

Suptask AI answers from your own knowledge, summarizes long threads, and acts in connected tools with a person approving.

AI Ticketing for IT, HR, and Customer Support Teams

Each team connects its own documents and runs its own assistants, so the answers a requester gets depend on the Inbox.

IT help desk

The same how-to questions arrive again and again. An AI IT help desk replies using IT documentation, so a technician picks up only what the assistant cannot answer.

HR and people teams

Policy and benefits questions are answered from the handbook the team has connected. An AI employee help desk handles the follow-up in the same thread.

Customer support teams

Customers ask in a Slack Connect channel. The assistant answers from product documentation, and the agent approves the draft first, which the team prefers.

AI-Powered Ticketing System the Admin Configures

An admin holds the AI controls per feature and per Inbox. Agent review is the default for replies to a requester.
  • An agent sees the suggestion before the requester does, unless automatic mode has been enabled for that Inbox
  • Accept, adjust, or dismiss are the three actions on a suggestion, and the labeling of AI output is covered in the AI policy
  • The choice is recorded per Inbox, so one team's configuration does not change what another team runs

AI Ticket Triage That Routes Requests to the Right Inbox

Email is read for its category, then routed to the Inbox that owns the work. Slack tickets get tags and priority the same way.
  • Auto-tag and prioritize puts a tag and a priority on the ticket as it is created
  • Assignment runs on rules, round-robin, least loaded, or a fixed agent, with the AI setting the category they read
  • AI email routing picks the form as well as the Inbox. Email ticketing carries an emailed request into a Slack thread

The numbers speak for themselves.

76%
Faster Response Times
85%
Auto-resolved by AI
3x
Increase in User Satisfaction

Automated Ticket Resolution Using AI and Connected Knowledge

A requester gets an answer without waiting for an agent, and the follow-up questions are handled in the same thread.
  • Answers come from the connected knowledge sources, Notion, Confluence, Google Drive, Guru, and uploaded documents
  • Agents ask @Suptask about the ticket and get a suggested reply, built by the AI assistants
  • The summary of the problem and the solution is written on close, and it can be searched in Slack later

AI Service Desk With Agentic Workflows and HRIS Data

Stats about tickets are available on request, and an AI-powered service desk can also act on the systems a team has connected.
  • HRIS and directory records are read into the ticket, so a workflow has the employee details it needs
  • A step waits on a named approver when the workflow is configured that way, and the ticket shows the pending state
  • Account creation and access changes run in the connected systems. Onboarding too. Each system is a separate integration, billed per connection
“Suptask has become an integral part of multiple departments within our organization, and the impact has been transformative."
Prathamesh Borkar
Director of Operations

What Suptask Changes About AI Help Desk Software

The assistant answers in the Slack thread, on the plan a team already pays for, with no per-resolution charge added.
Company content only
Notion, Confluence, Google Drive, Guru, and uploaded documents are connected as the sources. An AI help desk answer is built from those, with nothing taken from the open web.
Answers in the thread
A requester asks in Slack and reads the answer in the same conversation. An AI-based help desk running there needs no portal login.
Labeled for the Agent
Helpdesk AI output carries a label in the thread. An agent accepts it, adjusts it, or dismisses it, unless automatic replies are enabled for that Inbox.
Scoped per inbox
AI helpdesk automation is switched at the feature level. Each feature runs automatically, waits as a draft for approval, or stays off.
Priced into plan
No seat is charged extra for the AI, and no resolution is billed on its own. Normal usage is covered by the plan price.
No Model Training
Customer data is not used to train shared or third-party models. The AI policy covers the DPAs, the encryption, and the retention behind an AI-based service desk.

How the AI Ticketing System Works in Slack

A request comes in as a Slack message, and the same thread carries it to closure. Three steps run in between.

Ask

A Slack message is turned into a ticket, with the categorization and the routing done before an agent sees it.

Answer or draft

The assistant replies from the connected knowledge, or leaves a draft for an agent. A question it cannot answer goes to a person.

Close and summary

The agent closes the ticket. A problem and solution summary is written where Slack search can find it.

Connect Your Knowledge and Systems to the AI Ticketing System

Suptask AI answers from Notion, Confluence, Google Drive, Guru, and the documents you upload. Agentic workflows act in Okta, Microsoft Entra, Google Workspace, BambooHR, HiBob, and Jira, and more.

Frequently Asked Questions

What is an AI ticketing system?

An AI ticketing system is a normal ticketing system, with the AI part doing the sorting of the tickets, the routing to the right queue, the answering where it can, and the summary at the end. The categorization happens first, then the routing, and the answer comes after that. Suptask is an AI-based ticketing system that works inside Slack, and the answers are taken from the documents your team has connected. What runs on its own and what waits for an agent is decided by an admin. AI in ticketing is used across the whole ticket, not only at the first step.

Can Slack be an AI help desk?

Slack by itself is only a chat tool, so no. Suptask is what turns it into a Slack AI help desk, where the assistant is used to answer the question in the thread it was asked in. When there is no answer in the connected documents, the ticket is handed over to an agent, and the requester is told about it. Everything stays in Slack: the ticket, answer, and approval, there is no portal to log in to. A Slack AI help desk is one part of the larger Slack ticketing system, which also has the forms, the routing, and the approvals in it.

What does the AI actually do in Suptask, and on which plan?

On Professional, the AI is used on the email side, the categorization and the routing of an inbound email into the right Inbox, with the form picked at the same time. The problem and solution summary that gets written when a ticket closes is on Professional too. Growth is where the assistant answers from your knowledge base, and @Suptask is there for agents to ask about a ticket. Auto-tagging with the priority is Growth, the stats about tickets on request are also Growth. Custom has the agentic workflows, which act inside the other systems. AI usage is included in each plan at no additional charge, the plan prices are per agent per month. Automated ticketing systems go through the same sorting and answering steps, whichever tool is running the AI for service desk work.

Does Suptask use my data to train AI models?

No, it does not. The data belongs to the account it came from, and it is not used for training any shared model or a model of a third party. The providers are covered by DPAs, the data is kept encrypted, and the retention is kept to a minimum. The messages themselves are still stored in Slack. A generative AI service desk has to be clear about all of this, and the wording is in the AI policy.

Can the AI take actions, not just answer?

Yes, that part is on the Custom plan. The workflows are used to create an account, to apply an access request, to run the onboarding steps, with the employee data coming in from the HRIS or the directory. Every step that needs approval waits for it, where the configuration says so. A service desk AI agent of this kind is set up together with Suptask Support, it is not a switch in settings. The AI assistants are built out of prompts and tasks, which is how agentic AI for help desk automation gets put together.

What happens when the AI is wrong or cannot answer?

The ticket is passed to an agent, and the requester is told about it in the thread. Any suggestion can be adjusted by the agent or dismissed before it goes anywhere. An admin is able to switch a feature off for one Inbox, or for the whole account. The policy itself says the outputs can be wrong and that human review is encouraged. Alignment with the EU AI Act is stated in the AI policy as well, human oversight included.

Bring AI into the Slack thread