What is an AI agent? A plain-English guide for business owners
What an AI agent is, how it works, where it helps a small business, the risks, and a 7-point check to see if you are ready for one.
Your team checks, creates and comments on Jira issues from Slack, and gets answers from your docs, without switching tabs.
Engineers and product people lose focus every time they switch from Slack to Jira to check a status or log a bug. This bot lets them look up issues, raise new ones from a thread and add comments without leaving Slack. It also answers questions from your docs. Permissions follow your Jira setup, and the code is delivered to your repository.

AI Slack Bot for Jira answers your team's questions in Slack and runs Jira actions from there, such as looking up an issue's status, raising an issue from a thread or adding a comment. It reads and updates Jira issues, projects and comments through an Atlassian API token or OAuth app. Every action follows your Jira permissions.
Context switching is a hidden tax on product teams. Bugs reported in Slack never make it into Jira, and status questions interrupt the people doing the work. A bot that reads and updates Jira from Slack keeps the tracker accurate and the conversation moving. The written scope sets which projects, fields and actions are mapped, how permissions work and how it is tested on test projects, so your Jira admin can approve it with confidence.
Ask the bot in Slack and it looks up the Jira issue status for you. It reads issues, projects and comments through an Atlassian API token or OAuth app.
The bot can raise a Jira issue straight from a thread and add comments. The field mapping is agreed and documented, so new issues land in the right project with the right fields.
Every action follows your Jira permissions. Access is set up through user invites or keys you control, never sent by email. Tests run on sandbox or test records.
Your portal lists these the moment you order. Delivery starts the working day after everything is in and your access is checked.
| Option | Delivery time | Price |
|---|---|---|
| Standard | 20–30 working days | $3,250 |
| Express | 15–25 working days | $3,800 |
| Rush | 10–20 working days | $4,400 |
Before you start: Count how many bugs are reported in Slack each week and how many reach Jira. Note how status questions are asked today.
These are things to track, not promised results. Outcomes depend on your data, your team and your market.
The build itself is a one-time payment, shown before you buy. Running the bot costs roughly $30 to $150 a month in your own accounts for AI model usage and hosting, depending on how often your team uses it.
Jira and Slack plans are unchanged. AI usage during build and testing is billed to your accounts.
Ask about running costsMore than five intents, Jira projects beyond the agreed mapping, custom Jira objects or a second chat channel need a written Change Quote of a note at checkout. Larger or bespoke projects go through the Custom AI request form instead.
Request a custom versionMonthly maintenance covers monitoring, fixes and change hours for a new intent, a new project in the mapping or a changed workflow. The change hours scale with the build. It starts after the included support period and can be cancelled any month.
$249/mo (the minimum fee, includes 2 change hours)
Optional. Starts after the post-launch support period. Cancel any month.
How maintenance works| Do it yourself with a SaaS tool | Hire a custom agency | Upmark Labs | |
|---|---|---|---|
| Price | A Slack-to-Jira app bills per user each month | A developer builds a custom bot by the hour | Ours is one fixed price, shown before you buy |
| What it can do | Fixed commands set by the vendor | Whatever the developer has time for | Ours runs the five intents you choose |
| Code ownership | You rent the app | Depends on the contract | Ours delivers the code to your repository |
| Delivery | Install today, adapt your process to it | Weeks of back-and-forth | Ours has a fixed delivery time shown before you buy, with faster options |
Yes, if you choose it as one of the five intents. Someone asks the bot to raise an issue, and it creates one in the agreed Jira project with details from the thread, then replies with a link. Which fields it fills is set in the field mapping at intake.
Only the projects written into the agreed mapping, set up with your Jira admin on a 30-minute call. Issues, comments and project details outside those projects stay out of reach. Adding a project later can be handled through the change hours that come with monthly maintenance.
Yes. The code is delivered to your repository as part of the build, alongside an admin guide and the documented Jira mapping. You keep it whether or not you take monthly maintenance, and your own developers can extend it later if they want to.
Process and how-to questions from up to 100 documents or 200 web pages you approve, for example how your team writes a bug report or what a workflow status means. It answers only from that content and hands off to the person you named when the answer is not there.
Roughly $30 to $150 a month in your own accounts for AI model usage and hosting, depending on how many people use it and how often. Your Jira and Slack subscriptions are unchanged, and there is no per-user fee from us after the build.
The standard, Express and Rush delivery times are shown in the price panel before you order, and the clock starts after a verified intake. Every speed includes 40 documented test questions run against test projects, so your team only starts using the bot after it has proved it reads and updates Jira correctly.
Order AI Slack Bot for Jira and your team checks, raises and comments on Jira issues from Slack, with permissions respected and the code in your repository.

Designs and ships an AI-powered feature inside your existing app.

Builds an internal web tool with AI capabilities for your team.

Generates and maintains technical documentation from code and specs.