We’ve just launched our biggest update yet for AI Apps Builder. Here’s what’s changed.

Hey Product Hunt 👋

We’re the team behind AI Apps Builder for Jira. With our tool, you can describe a Jira app in plain language and get a working Forge app—no coding required. This spring, we focused on major updates. These aren’t just small improvements; both how and what you can build have changed a lot.

The problem AI Apps Builder solves

Jira is powerful on its own. But as soon as your team needs a specific workflow, like a custom SLA tracker, a branded service portal, or a dashboard that shows exactly what you need, you end up writing code, hiring a developer, or making compromises. Most teams compromise.

We built AI Apps Builder to fix this. You describe the problem, and the AI generates a complete Atlassian Forge app with modules, permissions, UI, and backend logic. It then deploys the app inside your Jira environment.

Latest Releases of AI Apps Builder

18 Jira Core modules + 11 JSM modules

The biggest change is that you can now build many more types of Jira apps. You can generate apps for almost every part of Jira.

Jira Core — 18 modules + 2 automation triggers covering:

• Custom fields and field types — capture specific data, add validation rules, and define custom field behavior across issues

• Issue actions and command palette shortcuts — add quick actions to issue menus and surface app features from anywhere in Jira

• Contextual issue panels — display external data (CI/CD status, CRM records, calculated metrics) as collapsible sidebars or panels inside issues

• Board, backlog, sprint, and navigator actions — add custom workflow actions across every agile view and bulk operations from the issue navigator

• Admin, project, and personal settings pages — build config dashboards, project-level tools, and per-user app preferences

• Full-page apps and dashboard gadgets — create standalone internal tools accessible from main navigation, or visual widgets for Jira dashboards.

Jira Service Management — 11 modules covering:

• Customer portal branding — customize header, footer, and subheader to match your company identity and add real-time status widgets

• Self-service request enrichment — surface knowledge base articles during ticket creation, show shipment tracking, or pull in external data to help customers resolve issues independently

• Customer profile personalization — display subscription details, linked assets, account health scores, or quick actions like "Schedule a call"

• B2B organization management — add org-specific SLAs, contracts, and linked assets to organization detail pages in project settings

• Custom request actions — add sidebar actions to request views for escalations, callbacks, or pushing data to external systems.

There are even more modules available, but the process is still simple. Just describe your idea and the problem you want to solve, and the AI will generate a Forge app for you. Now, you have a lot more options to choose from.

Version History in Builder — experiment without fear

This feature changes how you build apps. Every version of your app is now saved automatically. You can branch from any earlier version, try out big changes, see what happens, and roll back if you need to. Your previous work is always safe.

Before this update, building with AI felt risky because a mistake could mean losing your progress. Now, you can experiment freely without worrying about losing your work.

Preview — they say show, don't tell

We won’t go into a long explanation about Preview. Instead, we’ll show you how it works.

Before you deploy, you can see your app running live in Jira with the actual UI, layout, and behavior. If something isn’t right, you can fix it before anyone else sees it. No surprises when it goes live.

Screenshot upload in all chats with AI

Now, you can drop screenshots directly into the chat. Show the AI what’s broken instead of only describing it. You can also upload a style reference and ask the AI to match it. This leads to faster changes and less back-and-forth.

Dev Help (Beta): Humans step in when the AI can’t solve a problem.

AI isn’t perfect. When it makes a mistake, our developers review your app’s code, fix any problems, improve how it works, and add custom logic if needed.

• Non-technical users get direct human support.

• Technical users get a second set of eyes on generated code.

How the security in the AI Apps Builder works

This is the question we get most often, so here's the direct answer. The AI in AI Apps Builder does not access your Jira data. Its only job is to generate Forge app code from your text prompt. Your data only comes into play after deployment. At that point, the app runs entirely within Atlassian Cloud under standard Forge permissions. The AI is no longer part of the process.

🔒 The AI generates the code, Atlassian Forge runs it, and your data stays within Atlassian’s infrastructure at every step.

No data is sent to external servers. No third-party services are involved. No AI systems ever access your Jira data. Site admins always have full visibility and control.

Who the AI Apps Builder is for

• Jira admins who need custom configuration tools without waiting on developers

• Product managers who want dashboards and reports that reflect how their team actually works

• Service managers who need a branded, functional JSM portal without a design sprint

• Ops and solutions teams who live in Jira and keep building workarounds.

If you tried the product before and moved on, now is a great time to take another look.

Try AI Apps Builder and get 100 free credits

You’ll get 100 free credits to start, which is enough to build at least five working Jira apps. That’s plenty to see if this fits your team’s needs.

Start with something small but important, like a custom dashboard or a tool that solves a real Jira problem. See where it leads. One user wrote in their Atlassian Marketplace review:

Amazing, this is the future. The best way to get a custom app is to build one.

It’s hard to disagree with that.

If this resonates, you can explore the builder here:
AI Apps Builder for Jira | Build custom Jira apps with AI — no coding needed | Product Hunt