ATG (Automated Test Generation)

AUTOMATED TEST GENERATION PLATFORM

Write a Test Case. Get Production-Ready Playwright Code.

ATG converts plain-English test cases and spreadsheet matrices into production-ready Playwright automation scripts — and runs them at scale across UI and API targets. No scripting skills required. No test backlog required. Just working on automated tests, shipped fast.

Still Testing Manually

82% of QA professionals still use manual testing daily — automation coverage stays dangerously low

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Never Enough Time

Insufficient time for thorough testing is the top QA challenge across teams of every size

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Less Manual QA Effort

AI-driven test generation reduces manual QA work by 50% across projects within weeks

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Your Test Coverage Is Falling Behind Every Sprint

Developers ship code every two weeks. QA writes test cases in a spreadsheet. Someone is supposed to turn those test cases into automation scripts. That someone is usually a developer who has other things to do, or a QA engineer who learned just enough Playwright to be dangerous. The backlog grows. The coverage stays low. The regression suite stays manual.

Test Scripts Take Too Long to Write

Writing a single Playwright test from scratch — selectors, assertions, async handling, CI hooks — takes an experienced engineer 30–60 minutes. A 200-row test matrix takes weeks.

Scripts Break, and Nobody Has Time to Fix Them

UI changes break selectors. Selectors break tests. Broken tests get disabled. Disabled tests stop catching bugs. This is how test debt compounds silently.

BAs and QA Engineers Are Left Out of Automation

Automation belongs to whoever can write code. Everyone else writes test cases that sit in a spreadsheet and never become scripts. That is most of your QA team.

What ATG Does — Explained Once, Clearly

ATG is an AI-powered internal platform that takes the test cases your team already writes — in plain English or in spreadsheets — and converts them into production-ready Playwright automation scripts. It then runs those scripts at scale across your UI and API targets, plugged directly into your CI/CD pipeline.

The Input Nobody Has to Change

Your QA team already writes test cases. Your BAs already document scenarios. Your product managers already describe expected behaviour. ATG takes all of that as input — typed directly or uploaded as an Excel file — and turns it into working Playwright code. You do not change your workflow. You just get automation as the output instead of a document.

What the Platform Does — Every Capability

ATG covers the full lifecycle from test case to test result — generation, execution, maintenance, and reporting — so your team is not stitching together four different tools to get coverage.

Spreadsheet Matrix Import

Your Excel Becomes Your Test Suite

Upload your existing test matrix — however many rows, however many columns — and ATG maps each test case to a Playwright script automatically. A 300-row regression matrix that would take a developer three weeks to script manually becomes a working test suite in a single session. The scripts are yours: committed to your repository, runnable anywhere.

API Test Generation

Same Workflow, Different Target

ATG does not stop at UI testing. Describe an API scenario in the same plain-English format — endpoint, method, input, expected response, and ATG generates the Playwright API test to match. UI and API coverage from one platform, one workflow, without switching tools or writing in two different frameworks.

Self-Healing Scripts

AI Keeps Tests Alive After UI Changes

When your application's UI changes — a button label updates, a selector shifts, a page gets restructured — ATG detects the breakage and suggests the corrected selector automatically. You review and approve the fix. Nothing changes in your test suite without you seeing it first. The maintenance burden that quietly kills most test automation programmes simply does not compound the same way.

Parallel Execution at Scale

Hundreds of Tests, Minutes Not Hours

ATG runs your generated test suite in parallel across Chromium, Firefox, and WebKit. A 200-test regression suite that runs sequentially in 90 minutes finishes in under 10 minutes when parallelised. Results feed back into your CI pipeline as a pass/fail gate — no manual run required before any merge.

What Changes When ATG Joins Your Sprint

The shift is not just about speed. It is about who gets to contribute to test coverage, how long scripts stay alive, and whether automation is a bottleneck or a given.

Without ATG

With ATG

How ATG Compares to Other Testing Tools

The AI testing market is busy. Most tools do one thing well — generate tests, run them, or heal them. ATG covers the full loop: generation from English or spreadsheets, execution at scale, self-healing, and CI integration — without requiring your QA team to write a line of code.

Capability	ATG	Others
Plain English input from non-developers	Anyone can generate tests	Requires coding or visual recorder
Excel / spreadsheet matrix import	Upload XLSX, get scripts back	No spreadsheet import
Output is standard Playwright code	You own it, runs anywhere	Proprietary runtime in some tools
UI and API from the same workflow	Both on one platform	Separate tools typically
Self-healing with human approval	Suggests fixes, you approve	Partial — varies by platform
Parallel execution out of the box	Hundreds of tests, minutes	Partial — may require extra config

The key distinction is the input model. Other tools expect you to record user sessions, write code, or use a visual builder. ATG starts with the test cases your team already has — in whatever format they live in today — and automation is the output, not a separate discipline.

What QA Teams Say After One Sprint With ATG

"We had 400 test cases sitting in an Excel sheet that had never been automated. Within one day of using ATG, 380 of them were Playwright scripts running in our CI pipeline. The remaining 20 needed some edge case review. I have been in QA for eight years — I have never seen a coverage gap close that fast."

Senior QA Lead

Product Engineering Team

"Our BAs write detailed acceptance criteria for every feature. They always have. With ATG, those acceptance criteria became our test suite. Our developers stopped getting pulled into scripting tests, and our BAs felt like they were actually contributing to quality. It changed the dynamic of the whole team."

Engineering Manager

Scale-up SaaS Company

Who Gets the Most Out of ATG?

ATG works for any team that has test cases documented but not yet automated — which, based on industry data, is most teams. If your QA coverage is lower than you want it to be and the bottleneck is the time it takes to turn manual tests into scripts, ATG is built for you.

QA Leads Managing Test Coverage Targets

Coverage gaps close sprint by sprint. No developer dependency. No scripting backlog. Just test cases in, automation out.

Business Analysts With Detailed Acceptance Criteria

Your acceptance criteria are already test cases. ATG turns them into Playwright scripts without any additional work from you.

Engineering Managers Owning Release Velocity

Automated testing stops being the release-gating factor. CI runs the suite on every PR, and the team ships with confidence.

DevOps Engineers Building Quality Gates Into CI

ATG plugs into GitHub Actions and Azure DevOps. Every merge triggers the right tests. No manual trigger. No broken gate.

Startup CTOs Without a QA Team Yet

Test coverage from day one without hiring a test automation engineer. ATG is the QA team until you need a bigger one.

Product Teams on Fast Release Cycles

Weekly or daily releases require tests that keep up. ATG generates new tests as fast as you ship new features.

Your Test Cases Already Exist. Let ATG Automate Them.

Most teams already have the raw material for a strong automated test suite — it is sitting in a spreadsheet, a Confluence page, or a Jira board. The gap is the translation step: turning documented test cases into working scripts. ATG closes that gap, and it does it fast enough that your next sprint can end with automated coverage instead of a longer backlog.

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