AI test improvements
AI features that improve every part of your test project: generate cases, detect duplicates, cluster failures, and chat with your tests.
Trusted by over 500 forward-thinking companies
Benefits of AI test improvements
Less manual work
AI handles repetitive QA tasks.
Cleaner suites
Duplicates and unused tests flagged.
Faster triage
Failures clustered by root cause.
Pick your AI model
Built-in or use your own.
Talk to your tests
Use natural language.
Testomat.io AI test improvements features
AI test autogeneration
Generate test case components like descriptions, expected results, and steps from existing tests, user stories, or requirements. Faster than writing from scratch.
Chat with tests
Ask questions about your test project in natural language. The AI assistant answers using your real test cases, runs, and coverage data.
AI detection of duplicated and unused tests
Chat with AI to find unused or unlinked tests, remove duplicate or unneeded sets, and simplify complex cases that have grown unwieldy.
AI failure clusterization
AI groups automated test failures by pattern, so you fix one root cause instead of triaging fifty separate errors.
Custom AI provider
Mix and match the AI model behind every feature. Pick a provider that fits your team’s preferences, security policy, and project context.
AI response language customization
Tailor the language of AI-generated answers to match your project. Useful for non-English teams and projects with mixed-language documentation.
AI bot assistant
Intelligent support bot that helps users find information, navigate the documentation, and understand how the test management system works.
Improve descriptions
AI enhances Markdown formatting of test descriptions: bullet points, emphasis, step/result separation. Content stays intact, structure improves.
Write from code
Generates human-readable descriptions for automated tests by analyzing the source code, useful in large repositories and during onboarding.
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Additional features for AI test improvements
AI-powered run summary
Complex reports with simple prompts, saving time on manual data compilation and formatting. AI processes large volumes of test data and pinpoints only the most relevant information, clarifying for teams risk areas.
Deep analyze agent
An AI agent audits your project end-to-end: execution status, coverage gaps, stale tests, and release readiness across the last 14 days.
AI Skills
Open-source skills that bring Testomat.io workflows into your AI coding agent: generate, sync, dedupe, and report with one command.
How AI test improvements can help?
Improve the test suite you already have with AI features that work on your real project data, not synthetic examples.
Startups & small teams
One person, full coverage
AI fills the gaps.
Auto-documentation
Descriptions written from code.
Living docs
Documentation that updates itself.
Chat your way
No prompt engineering required.
Mid-sized products
Clean test debt
Find duplicates and unused tests.
Triage at speed
Failures clustered by root cause.
Standard phrasing
Markdown formatting improved.
Bot assistant
Onboarding made easier.
Enterprise projects
Custom AI provider
OpenAI, Anthropic, Azure, or default.
Multilingual teams
Tailor AI response language.
Deep coverage audit
Project-wide gap analysis.
Open AI ecosystem
MCP server, Explorbot, and skills included.
What clients says
Recent reviews
“Excellent customer support”
Customer support is always prompt and high-quality. It's also great to see that user feedback is considered when developing new features. The team makes an effort to provide overviews of new features and keeps users informed about the latest updates.
4/5
“The Best TMS for Our QA Team!”
Our 15-person QA team has used Testomat.io daily for over two years. After comparing tools like TestRail, it stood out in both features and pricing. It’s affordable yet powerful. Jenkins integration works seamlessly, even manual testers can run tests easily. The clean UI speeds onboarding, improves collaboration, and saves time. We’ve recommended it widely, and others love it too.
5/5
“Testomat.io makes daily testing so much easier”
I’ve used Testomat.io daily for over two years, and it’s the best TMS I’ve worked with. Compared to tools like TestRail, it offers more features at a better price. Jenkins integration is seamless, even for manual testers. The UI is clean and easy to learn. It speeds up workflows, improves transparency, and makes team collaboration much smoother.
5/5
“Very convenient platform for managing test cases”
The platform is convenient and intuitive to use. I’ve been using it long enough to say it’s very user-friendly. It’s clear that the team is constantly working on and improving the platform.
5/5
“Great tool for creating and managing manual test cases efficiently”
As a Manual QA, I use Testomat.io to create and manage test cases with ease. The interface is intuitive, making onboarding simple. Test plans, runs, and results are well-structured in one place. Tagging helps organize cases efficiently. AI features speed up test creation. It keeps workflows transparent, improves collaboration, and reduces routine work.
5/5
“Testomat.io has been a great tool for managing both automated and manual tests in one place”
I really like how easy it is to integrate with frameworks and CI/CD tools, and the real-time reports with screenshots and analytics save a lot of time. Overall, it makes collaboration in the team much smoother and keeps testing well-organized.
5/5
Frequently asked questions
Which plan unlocks AI test improvements?
Core AI features like test autogeneration and Chat with Tests are available on the Professional plan. The full agent set, custom AI providers, response language customization, and advanced clusterization sit on the Enterprise plan. The Free plan covers basic test management without the AI layer so you can try the platform first.
Which AI provider powers these features?
The default provider ships with the platform and works out of the box. On the Enterprise plan you can connect your own AI provider, including OpenAI, Anthropic, Azure OpenAI, and others.
Will AI features change my tests without asking?
No. Every AI change is logged in Pulse, the project audit log inside Testomat.io. You review changes, apply or revert with one click. AI Duplicate Detection suggests removals rather than deleting. Improve Descriptions reformats without changing content. Write From Code only writes descriptions for tests that lack them. The platform never makes irreversible edits without your confirmation.
Can AI find the duplicates?
Yes. The Find Duplicates feature analyzes your test descriptions, identifies duplicates across the project, and suggests them for removal in one click. If you remove one by mistake, Pulse lets you audit or restore it. There is also a Remove Redundant Tests action when analyzing coverage against a requirement.
We keep writing tests that already exist because the suite is unsearchable. Does AI help avoid that?
Yes, directly. Chat with Tests lets you ask the suite in plain language instead of guessing keywords, and the query language (TQL) plus advanced search and filtering make the whole repository searchable. Combined with Find Duplicates, you can check whether a test already exists before writing a new one, and catch the ones that slipped through.
