--- source_url: "https://testsigma.com/ai-driven-test-automation" title: "AI Test Automation Platform | Testsigma" mirrored_at: 2026-08-22T01:32:24.334Z host: testsigma.com cited_in_42a: true mirror_canonical: "https://index.42a.ai/testsigma.com/ai-driven-test-automation" --- > **Original source:** https://testsigma.com/ai-driven-test-automation ## Coverage that keeps pace with end-to-end testing Powered by agents, driven by you. Generate automated tests in seconds from Jira stories, Figma designs, and prompts Cut maintenance with self-healing that adapts as your app changes Run tests across web, mobile, API, Salesforce, and SAP apps Get started now for FREE By signing up, you agree to our [Privacy Policy](https://testsigma.com/privacy-policy). Trusted by high-performing Quality Engineering teams ## Why Testsigma for AI test automation ![Testsigma - AI Star](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/ai-driven-test-automation/ai-star-new.webp?format=webp&w=128&q=75 "Testsigma - AI Star") Coverage that climbs instead of decaying Manually-built suites decay as the app changes, and coverage slips every release. Atto’s agents generate and heal tests as you go, so automation coverage climbs sprint over sprint. ![Testsigma - AI Star](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/ai-driven-test-automation/ai-star-new.webp?format=webp&w=128&q=75 "Testsigma - AI Star") Test cycles that keep up with releases Manual authoring and maintenance stretch every cycle. Testsigma cuts test-creation time and testing effort by around 25%, so the suite stops being the bottleneck. ![Testsigma - AI Star](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/ai-driven-test-automation/ai-star-new.webp?format=webp&w=128&q=75 "Testsigma - AI Star") Issues caught earlier, when they cost less Bugs found late in the release cost the most to fix. Testsigma surfaces earlier in development, so fixes are cheaper and releases move. Testament of the value delivered 25M+ Test Executed 10K+ QA Teams 70% Reduced Testing Effort - ![Jan-Clément Leloup](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/huapii-white.svg?format=webp&w=256&q=75 "Jan-Clément Leloup")![Jan-Clément Leloup](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/huapii-dark.svg?format=webp&w=256&q=75 "Jan-Clément Leloup") We chose Testsigma for its ease of use and flexibility. 80% of our test coverage is automated now, improving our software quality. ![Jan-Clément Leloup](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Jan-Clément Leloup") ![Jan-Clément Leloup](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/huapii-user.webp?format=webp&w=128&q=75 "Jan-Clément Leloup") Automated Test Coverage - ![Anurag Anand](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/credit-saison.svg?format=webp&w=256&q=75 "Anurag Anand")![Anurag Anand](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/credit-saison.svg?format=webp&w=256&q=75 "Anurag Anand") We run 5000+ test cases overnight, wake up to the results, and fix issues swiftly. The productivity boost and resource optimization achieved with Testsigma are truly commendable. ![Anurag Anand](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Anurag Anand") ![Anurag Anand](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/credit-saison-avatar.svg?format=webp&w=128&q=75 "Anurag Anand") Anurag AnandSenior Engineering Manager Automated Test Coverage - ![Ivana Vukelic](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/trace-one.svg?format=webp&w=384&q=75 "Ivana Vukelic")![Ivana Vukelic](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/trace-one-white.svg?format=webp&w=384&q=75 "Ivana Vukelic") Testsigma has been a game-changer for our QA process. By automating 60–70% of our regression testing, we’ve significantly improved test coverage and reduced manual effort. ![Ivana Vukelic](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Ivana Vukelic") ![Ivana Vukelic](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/ivana.webp?format=webp&w=128&q=75 "Ivana Vukelic") Ivana VukelicSenior Quality Assurance Team Regression Suite Automated - ![Holly Pennington](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/hansard.svg?format=webp&w=256&q=75 "Holly Pennington")![Holly Pennington](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/hansard-white.svg?format=webp&w=256&q=75 "Holly Pennington") With Testsigma, we′ve reduced our test execution time from 8 weeks to just 5 weeks per sprint. ![Holly Pennington](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Holly Pennington") ![Holly Pennington](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/holly-pennington.webp?format=webp&w=128&q=75 "Holly Pennington") Holly PenningtonTest Manager Regression Suite Automated - ![Enrico](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/afas-dark.webp?format=webp&w=384&q=75 "Enrico")![Enrico](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/afas.webp?format=webp&w=384&q=75 "Enrico") Testsigma changed the game for us - strategically, emotionally, and operationally. We’re not just building test scripts anymore. We’re building credibility. ![Enrico](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Enrico") ![Enrico](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/enrico-afas-avatar.webp?format=webp&w=128&q=75 "Enrico") EnricoTest Engineer, AFAS Software Lower QA Effort - ![Ekam Kaur Kalra](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/5x.webp?format=webp&w=256&q=75 "Ekam Kaur Kalra")![Ekam Kaur Kalra](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/5x-white.webp?format=webp&w=256&q=75 "Ekam Kaur Kalra") The clean UI and intuitive workflows make automation effortless. Instead of writing test cases from scratch, I can generate accurate AI-driven cases in minutes for any type of testing. ![Ekam Kaur Kalra](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Ekam Kaur Kalra") ![Ekam Kaur Kalra](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/resources/webinars/ekam-kaur-kalra.webp?format=webp&w=128&q=75 "Ekam Kaur Kalra") Ekam Kaur KalraSenior QA Analyst, 5x Reduced Test Creation Time - ![Bogdan Nistor](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/luminos-labs-dark.webp?format=webp&w=384&q=75 "Bogdan Nistor")![Bogdan Nistor](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/luminos-labs.webp?format=webp&w=384&q=75 "Bogdan Nistor") Testsigma has been a great addition to our QA workflow. We now catch bugs faster and run full regressions with ease. ![Bogdan Nistor](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Bogdan Nistor") ![Bogdan Nistor](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/bogdan-luminous-labs-avatar.webp?format=webp&w=128&q=75 "Bogdan Nistor") Bogdan NistorQA Engineer, Luminos Labs Faster regression cycles - ![Jan-Clément Leloup](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/huapii-white.svg?format=webp&w=256&q=75 "Jan-Clément Leloup")![Jan-Clément Leloup](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/huapii-dark.svg?format=webp&w=256&q=75 "Jan-Clément Leloup") We chose Testsigma for its ease of use and flexibility. 80% of our test coverage is automated now, improving our software quality. ![Jan-Clément Leloup](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Jan-Clément Leloup") ![Jan-Clément Leloup](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/huapii-user.webp?format=webp&w=128&q=75 "Jan-Clément Leloup") Jan-Clément LeloupTechnical Support Engineer Automated Test Coverage - ![Anurag Anand](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/credit-saison.svg?format=webp&w=256&q=75 "Anurag Anand")![Anurag Anand](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/credit-saison.svg?format=webp&w=256&q=75 "Anurag Anand") We run 5000+ test cases overnight, wake up to the results, and fix issues swiftly. The productivity boost and resource optimization achieved with Testsigma are truly commendable. ![Anurag Anand](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Anurag Anand") ![Anurag Anand](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/credit-saison-avatar.svg?format=webp&w=128&q=75 "Anurag Anand") Anurag AnandSenior Engineering Manager Automated Test Coverage - ![Ivana Vukelic](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/trace-one.svg?format=webp&w=384&q=75 "Ivana Vukelic")![Ivana Vukelic](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/trace-one-white.svg?format=webp&w=384&q=75 "Ivana Vukelic") Testsigma has been a game-changer for our QA process. By automating 60–70% of our regression testing, we’ve significantly improved test coverage and reduced manual effort. ![Ivana Vukelic](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Ivana Vukelic") ![Ivana Vukelic](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/ivana.webp?format=webp&w=128&q=75 "Ivana Vukelic") Ivana VukelicSenior Quality Assurance Team Regression Suite Automated - ![Holly Pennington](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/hansard.svg?format=webp&w=256&q=75 "Holly Pennington")![Holly Pennington](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/hansard-white.svg?format=webp&w=256&q=75 "Holly Pennington") With Testsigma, we′ve reduced our test execution time from 8 weeks to just 5 weeks per sprint. ![Holly Pennington](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Holly Pennington") ![Holly Pennington](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/holly-pennington.webp?format=webp&w=128&q=75 "Holly Pennington") Holly PenningtonTest Manager Regression Suite Automated - ![Enrico](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/afas-dark.webp?format=webp&w=384&q=75 "Enrico")![Enrico](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/afas.webp?format=webp&w=384&q=75 "Enrico") Testsigma changed the game for us - strategically, emotionally, and operationally. We’re not just building test scripts anymore. We’re building credibility. ![Enrico](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Enrico") ![Enrico](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/enrico-afas-avatar.webp?format=webp&w=128&q=75 "Enrico") EnricoTest Engineer, AFAS Software Lower QA Effort - ![Ekam Kaur Kalra](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/5x.webp?format=webp&w=256&q=75 "Ekam Kaur Kalra")![Ekam Kaur Kalra](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/5x-white.webp?format=webp&w=256&q=75 "Ekam Kaur Kalra") The clean UI and intuitive workflows make automation effortless. Instead of writing test cases from scratch, I can generate accurate AI-driven cases in minutes for any type of testing. ![Ekam Kaur Kalra](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Ekam Kaur Kalra") ![Ekam Kaur Kalra](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/resources/webinars/ekam-kaur-kalra.webp?format=webp&w=128&q=75 "Ekam Kaur Kalra") Ekam Kaur KalraSenior QA Analyst, 5x Reduced Test Creation Time - ![Bogdan Nistor](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/luminos-labs-dark.webp?format=webp&w=384&q=75 "Bogdan Nistor")![Bogdan Nistor](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/luminos-labs.webp?format=webp&w=384&q=75 "Bogdan Nistor") Testsigma has been a great addition to our QA workflow. We now catch bugs faster and run full regressions with ease. ![Bogdan Nistor](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/new-quote.svg?format=webp&w=256&q=75 "Bogdan Nistor") ![Bogdan Nistor](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/bogdan-luminous-labs-avatar.webp?format=webp&w=128&q=75 "Bogdan Nistor") Bogdan NistorQA Engineer, Luminos Labs Faster regression cycles ## How to get started with AI test automation using Testsigma ![bg-pattern](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/common/background-curve-gradient.webp?format=webp&w=3840&q=75 "bg-pattern") Building Trust Through Compliance and Earning Industry Recognition 4.5 ![G2 Cloud](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/g2-cloud.png?format=webp&w=384&q=75 "G2 Cloud") 4.4 ![Capterra](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/capterra.png?format=webp&w=384&q=75 "Capterra") 4.4 ![Get App](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/customer-logos/get-app.png?format=webp&w=384&q=75 "Get App") ##### Users love us ![Testsigma - G2 Badge](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/awards/g2-banner.avif?format=webp&w=750&q=75 "Testsigma - G2 Badge") ##### Enterprise-grade security ![Testsigma - Enterprise-grade security](https://website-static.testsigma.com/website-next/nextjs/bf5ddc/images/awards/security-banner.avif?format=webp&w=1080&q=75 "Testsigma - Enterprise-grade security") Frequently Asked Questions AI test automation uses AI to generate, run, and maintain software tests with less manual effort. It creates tests from requirements, adapts them when the UI or logic changes, and diagnoses failures, so teams keep coverage high across web, mobile, and API without hand-scripting every case. Faster test creation and execution, higher and more current coverage, lower maintenance through self-healing, and time back for QA to focus on exploratory and higher-value work. Teams report up to 10x faster test development and up to 90% less maintenance. Commonly compared tools include BrowserStack, Mabl, and TestRigor. Testsigma is a unified, agentic AI platform covering web, mobile, API, desktop, Salesforce, and SAP in one place, with Atto’s agents for generation, self-healing, analysis, and reporting, designed for QA teams to run without heavy scripting. See the comparison table above for a side-by-side. The best platform depends on your stack and team. For enterprises testing across many application types (web, mobile, API, Salesforce, SAP) with security and compliance needs, a unified, no-code platform with self-healing and enterprise controls (SOC 2, GDPR, ISO 27001, HIPAA) reduces tool sprawl and maintenance. Evaluate against your application mix and how much your team wants to script. Traditional tools like Selenium or Appium require you to script each test and update it by hand when the app changes. An AI testing platform generates tests from requirements, heals them when the UI shifts, and diagnoses failures, so coverage keeps pace with the app instead of decaying between releases. Testsigma Copilot is the flow where you author, record, and debug tests in one place, with agentic learning improving as you work. Atto’s agents power it under the hood, generating tests, healing them, and explaining failures.