AI Test PlannerAI Test Planner

AI Test Planner for Manual and Automated Tests

Describe the release in natural language. The test planner software scopes what to test, maps coverage to every requirement, ranks it by risk, and turns the plan into runnable test cases.

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Kane AI

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Trusted by 3M+ users globally at

Microsoft
OpenAI
Nvidia
Boomi

"We have tripled our tests and are now executing tests in less than 2 hours with 78% Faster Test Execution"

Hrishi Potdar, Quality Engineering Architect

Boomi
GitHub
Best Egg

"We figured out a more efficient way to monitor system health and resolve failures earlier in lower environments."

Tenny, Engineering Operations Lead

Best Egg
Workday
Akamai
Louis Vuitton
NBCUniversal
City Furniture

"TestMu AI has significantly boosted our testing speed, is easy to implement, and provides exceptional support."

Nicholas Paulsen, Senior Quality Engineer

City Furniture
Cox
Transavia

"With 70% faster test execution, TestMu AI helped us achieve faster time-to-market and enhanced CX."

Daniel de Bruijn, Quality Assurance Automation Engineer

Transavia
Estée Lauder
TripAdvisor
boohoo

AI Test Planning and Management Software

Generate test cases from requirements, organize them by type and status, remove duplicates, track every run, and replan when the release shifts, all from one workspace built for QA teams.

TestMu GENERATEGENERATE

AI Test Planning From Requirements to Test Cases

Upload a PRD, user story, or Jira ticket. Each generated case comes ranked Must, Should, or Could have, so the riskiest flows run first.

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  • Figma flows feed the test plan alongside PRDs
  • Steps and expected results on every planned case
  • Edit any case before it joins the plan
AI test planner generates prioritized test cases from a PRD

TestMu ORGANIZEORGANIZE

Organize Every Test Plan With Custom Types and Tags

Tag every case by type, from Functional to Security, and move it from Unverified to Ready to Live, so the plan shows what can run today.

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bet365 teams are using the test management functions for internal applications.

bet365

Joanna Ward

Head of Software Testing, bet365

Test cases filtered by type, tag, and status in the AI test planner

TestMu DEDUPLICATEDEDUPLICATE

Duplicate Test Detection Before the Test Plan Grows

Duplicate detection finds cases that check the same behavior in different words, so the plan counts real coverage.

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  • Every duplicate scored 0 to 100 before it enters the plan
  • Archive or delete, with a person confirming each deletion
  • New test plans reuse existing cases first
Duplicate test cases flagged for review in the AI test planner

TestMu EXECUTEEXECUTE

Test Execution in One Testing Tracker

Run manual and automated tests step by step, with status, evidence, and defects saved to the plan as each run finishes.

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Tracked on every run

Live Status
Build History
Attached Evidence
Jira Defects
Testing tracker with live execution status in the AI test planner

TestMu REPLANREPLAN

Mid-Release Replanning With Coverage and Trend Reports

Coverage reports and execution trends show where the plan is slipping, so you add, drop, or reprioritize cases while the release is in flight.

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  • Pass rate and pending runs show how far the plan has come
  • Flaky and new failures flagged before they derail the plan
  • Stability trend across 10 runs to shape the next test plan
Coverage and trend reports in the AI test planner

Test Planning Tool for Jira and Your Terminal

Jira Test Planning With Two-Way Sync

Scope a plan against the ticket you are already reading. Two-way sync keeps cases, runs, and bugs on one live chain.

Get it on Atlassian Marketplace
Jira Test Planning With Two-Way Sync

Test Planning From Your Terminal

Pull context from a PRD, scope acceptance criteria, and generate tests with Kane CLI without leaving the command line.

Explore Kane CLI
Test Planning From Your Terminal

AI Test Planner Use Cases for Every Release

Sprints, large releases, regression cycles, and audits each need a different test plan.

Agile Teams Shipping Every Sprint

Agile Teams Shipping Every Sprint

Scope the sprint test plan from committed stories on day one, then see which stories still lack coverage.

Product Teams Launching Big Features

Product Teams Launching Big Features

Roll every module of a launch into one release test plan and see which modules are ready to ship.

QA Leads Running Regression Cycles

QA Leads Running Regression Cycles

Rebuild the regression test plan each release around what changed, so the cycle stays short.

Regulated Teams Preparing for Audits

Regulated Teams Preparing for Audits

Keep a full audit trail of every case, run, and defect, with release evidence ready when auditors ask.

Multiple Squads Sharing One Release

Multiple Squads Sharing One Release

Split one test plan across squads so each team owns its cases and no flow gets tested twice.

Release Managers Signing Off

Release Managers Signing Off

Approve the release against live test plan coverage, with every open case listed before go-live.

AI TEST PLAN TOOL VS TRADITIONAL TEST MANAGEMENT

How an AI Test Plan Tool Differs From Traditional Test Management

In Capgemini's World Quality Report 2025, 89% of organizations are piloting or deploying Gen AI in quality engineering, with test case design and requirements refinement leading adoption.
sparkles

Top Choice

Features

AI Test Plan Tool

Traditional Test Management

Building the plan

Test cases generated from PRDs, Jira tickets, and Figma flows
Test cases written or imported by hand

Prioritization

Must, Should, or Could have set on every generated case
Priority field filled in manually

Duplicate cases

Flagged for review before they enter the plan
Found by manual review, if at all

Execution

Manual and automated runs on the same platform
Separate execution tools with results imported

Defect tracking

Two-way Jira and Azure DevOps sync with full context
Often a one-way push or a separate plugin

Replanning

Coverage and trend reports built from the runs themselves
Reports built from results imported after the fact

Developer workflow

Plan and generate tests from the terminal with Kane CLI
No test generation from the terminal

Migrate Your Test Plans Into Test Manager

Import from the test management tool you use today and keep Jira and Azure DevOps in sync both ways.

Import From TestRail

Import From TestRail

Bring existing test cases and suites over from TestRail and plan the next release on top of them.

Import From Zephyr and Xray

Import From Zephyr and Xray

Move Jira-based test repositories from Zephyr or Xray into one test plan workspace.

Import From CSV or API

Import From CSV or API

Load test cases from spreadsheets or any other tool through CSV files or the API.

Two-Way Jira Sync

Two-Way Jira Sync

Defects flow to Jira with full context and their status syncs back to the test plan.

Two-Way Azure DevOps Sync

Two-Way Azure DevOps Sync

Log defects into Azure DevOps work items and see each resolution update the plan.

CI/CD Results Linked to Cases

CI/CD Results Linked to Cases

Automated results from your pipelines land on the matching cases in the plan.

Build your next release plan with the AI test planner

Build Your Next Release Plan With the AI Test Planner

Scope coverage, rank tests by risk, and track every run from one AI test plan tool, from the first ticket to sign-off.

Success Stories From QA Teams Using TestMu AI

As Best Egg expanded its product offerings and entered new markets, we knew our old testing infrastructure couldn't keep up.

Best Egg

Best Egg

Best Egg

handle

We evaluated over 20 tools... We ultimately decided to move forward with TestMu AI.

James Davis

James Davis

CTO at Roster / Co-Founder

handle
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AI Test Planner FAQs

TestMu AI for Enterprise

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