Autonomous Test Management

Test management for Jira, built around AI

Design, plan, run and report on every kind of test inside Jira, and let the AI assistant do the work: from the Jira UI, from Atlassian Rovo, or from your AI tools over MCP.

AssertThat ATM project page in Jira with the AI assistant, a test case folder and an open test case

Everything a test team needs, in Jira

An AI assistant that does the work

Ask in plain language to create, organise, run and report on tests. It asks for missing details, then acts across every tab.

AI assistant →

Test design in folders

Manual steps, BDD Gherkin or free-form cases with versions, shared steps, datasets, tags, custom fields and review approvals.

Test design →

Plan and run

Test plans, executions with environments and builds, a step-by-step runner with timer and shortcuts, and Jira bugs from failed steps.

Execution →

Exploratory testing

Timeboxed sessions with a charter, typed notes and screenshots, then turn findings into bugs and test cases.

Exploratory testing →

Analytics and reports

19 chart types, PDF export, a Jira dashboard gadget, a Confluence macro and JQL functions for coverage and defects.

Analytics →

Release insights

A ready, at-risk or not-ready verdict per fix version, AI tests for coverage gaps, regression risk, duplicates and flaky quarantine.

Insights →

Get started in three steps

  1. Install from the Marketplace

    The app switches itself on for your site and existing projects. No API keys: AI runs on Atlassian.

    Read the guide →
  2. Ask for your first tests

    Point the AI assistant at a story with @PROJ-12, or generate test cases from the Jira issue panel, and review them.

    Read the guide →
  3. Plan, run and release

    Group cases into a plan, run it, import automated results and check release readiness for your fix version.

    Read the guide →

Ask, and it's done

Type what you need in plain language: "create a regression plan from the Checkout folder, run it on staging and fail TC-518 with this comment". The assistant asks for anything missing, does the work across test design, planning and execution, and links every item it touched.

Every change is recorded in the audit log with the source AI assistant and your name.

How the AI assistant works →

AI assistant reply after recording passed, failed and blocked results in an execution
Insights overview with a release verdict, coverage, pass rate, open defects, flaky tests and duplicate pairs

Know if the release is ready

Pick a fix version and Insights gives a ready, at-risk or not-ready verdict with the reason, the uncovered requirements, the riskiest tests to run, flaky tests to quarantine and duplicates to clean up. Most of it is deterministic and costs no AI allowance.

Explore Insights →

Works with your pipeline and your AI tools

CI results

JUnit, Cucumber, Playwright, TestNG, NUnit 3 and Robot Framework, from any pipeline with one HTTP call.

CI import →

Rovo and MCP

Manage tests from Atlassian Rovo, or from Claude, Cursor and Codex over MCP, with your own Jira permissions.

Rovo, MCP and REST API →

Move in from other tools

Import CSV exports from Xray, Zephyr Scale, TestRail, QMetry and AIO, or Gherkin .feature files.

Import and export →

Runs on Atlassian

Built on Atlassian Forge with no outbound network access. Test data, attachments and AI processing stay within Atlassian, and access follows your Jira project permissions everywhere: in the app, the issue panel, the AI assistant, Rovo, MCP and the REST API.

Every change is in the audit log with who made it and where it came from: the UI, the AI assistant, Rovo, the API or a CI import.

Read about security and data →

  • Jira Cloud native, built on Forge
  • No API keys to manage for AI
  • 5 languages: English (US, UK), German, Spanish, French
  • Permissions mapped to Jira project roles
  • Review workflow with e-signatures

Frequently asked questions

Do I need my own AI API key?

No. AI runs on Atlassian's hosted models through Forge. Every site gets a monthly AI allowance sized to its subscription, and everything else keeps working if it runs out.

Can I migrate from Xray, Zephyr Scale or TestRail?

Yes. Export your test cases to CSV and import them. Columns are detected automatically, and QMetry and AIO exports work too. See import and export.

Does my data leave Atlassian?

No. Test data, attachments and settings are stored in Atlassian's Forge storage, and the app makes no calls to outside services. See security and data.

How is it different from AssertThat BDD & Cucumber for Jira?

AssertThat BDD focuses on teams practising BDD with Gherkin and Cucumber. Autonomous Test Management is full test management for every kind of test, built around an AI assistant. Compare with AssertThat BDD.

Bring AI-native test management to your Jira

Autonomous Test Management has a free trial on the Atlassian Marketplace.