AI-Powered Test Automation
From URL to Test Suite
Automatically.
AI explores your app, discovers every workflow, generates production-ready
Playwright tests, and repairs them when your UI changes.
Customers Adopting Generative AI Driven Testing and Development






Keep building the same way... using the same DevOps tools you love!
The Roost platform takes care of the complex parts of testing and deploying changes.
21+
Languages
4
AI Providers
CI/CD Native
1 Binary
Four Steps. Zero Test Code.
From URL to comprehensive test suite, fully automated.
1
Explore
AI agents discover every reachable workflow across your application.
2
Generate
Production-ready Playwright tests are written automatically.
3
Heal
Failing tests are diagnosed and repaired by a fixer agent.
4
Learn
Each run improves the next through site memory and reusable patterns.
Point. Discover. Done.
Give it a URL. AI navigates like a real user and maps every testable workflow automatically.
Multi-agent exploration discovers every reachable workflow
Parallel workers process scenarios concurrently
Accessibility-tree analysis for reliable element detection

const { test, expect } = require('@playwright/test');
// Generated from natural language input
test('search and add to cart', async ({ page }) => {
await page.goto('/products');
await page.fill('[data-testid="search"]', 'wireless headphones');
await page.press('[data-testid="search"]', 'Enter');
await page.locator('.product-card').first().click();
await page.click('[data-testid="add-to-cart"]');
await expect(page.locator('.cart-count')).toHaveText('1');
});
Describe It. We'll Build It.
Plain English and documents become Playwright tests.
Write tests in plain English or upload Word, PDF, Excel, and Gherkin docs — get production Playwright code back.
- Multi-format ingestion for DOCX, PDF, XLSX, and Gherkin
- Plain English to executable test code
- Imports, describe blocks, step annotations, and assertions included
Not Stubs. Real Tests.
Complete Playwright suites you can install and run.
Generated suites include assertions, config, setup and teardown, Page Object Models, and ready-to-run test files.
const { BasePage } = require('./BasePage');
class LoginPage extends BasePage {
constructor(page) {
super(page);
this.emailInput = page.locator('[data-testid="email"]');
this.passwordInput = page.locator('[data-testid="password"]');
this.submitButton = page.locator('[data-testid="login-btn"]');
this.errorMessage = page.locator('.error-alert');
}
async login(email, password) {
await this.emailInput.fill(email);
await this.passwordInput.fill(password);
await this.submitButton.click();
}
async expectError(message) {
await expect(this.errorMessage).toContainText(message);
}
}
module.exports = { LoginPage };
navigate(), waitForPageLoad(), getTitle()
login(), submitCredentials(), expectError()
search(), filterByPrice(), addToCart()
updateQuantity(), removeItem(), checkout()
Architecture That Scales
Maintainable Page Object Models by default.
Auto-generated Page Object Models with base classes, page objects, and component encapsulation.
Tests That Fix Themselves.
UI changes break selectors. The system detects, diagnoses, and repairs failing tests automatically.
The Intelligence Layer
Smarter every run.
RoostGPT learns reliable login patterns, form selectors, navigation paths
and failure history, then shares knowledge across teams.
Site Memory
Each run builds on prior discoveries so future runs expand coverage faster.
Edge Case Discovery
Automatically discovers invalid inputs, boundary values, and error conditions.
Shared Knowledge
Successful patterns are reused across teams, pages, and related workflows.
Every Login. Handled.
Authentication complexity is built in.
MFA, OTP, encrypted credentials, multi-role testing, and session reuse are supported out of the box.
1
MFA / OTP
Handle one-time passcodes and multi-factor login flows.
2
Encrypted Credentials
Keep sensitive credentials secure across generated suites and CI.
3
Multi-Role
Generate and run workflows for admins, customers, agents, and more.
4
Session Reuse
Avoid redundant logins by persisting sessions safely between tests.
5
SSO Ready
Support enterprise sign-in patterns and protected workflows.
6
Negative Auth Tests
Validate invalid credentials, locked accounts, and permission boundaries.
Output & Documentation
Every run produces artifacts
your team can use.
Generate client-ready reports, multilingual documentation, BDD output, screenshots, and structured workflow summaries.
MFA / OTP
Handle one-time passcodes and multi-factor login flows.
Test in Any Language
21+ languages with RTL support for test descriptions and documentation.
BDD Output
Generate Gherkin and BDD-style documentation alongside executable tests.
Integrations & Deployment.
Drop into your existing stack with zero friction.
Pipeline
Native
Runs headless in any CI pipeline. Exit codes, JUnit output, and artifact uploads work out of the box.
Your AI.
Your Choice.
Switch between OpenAI, Azure, Gemini, and Bedrock with a single env var. No code changes needed.
One Binary.
Every Platform.
A single binary runs on macOS, Linux, and Windows. Docker images and proxy/SSL support included.
Workflow Flexibility.
Fits into how you already work, not the other way around.
Never Start Over.
Each run builds on the last.
Incremental exploration remembers what was already discovered. New runs expand coverage without re-testing known workflows.
Build on What You Have.
Import existing tests to find gaps.
Import your existing test suite. UTG compares what you have against what it discovers and generates tests only for the gaps.
You're Still in Control.
Human-in-the-loop when you need it.
Pause, intervene, or redirect at any point. The AI waits for your input when human judgment is needed.
Know What You Spend.
Full cost visibility per phase.
Track token usage and cost per exploration, generation, and repair phase. No hidden spend.
The Old Way vs. The New Way.
See what changes when testing is fully automated.
| Category | Traditional | UI Test Generator |
| Test Creation | ✖ Weeks of manual writing | ✔ Minutes — fully automated |
| Test Maintenance | ✖ Constant manual updates | ✔ Self-healing — automatic |
| Coverage | ✖ Whatever testers have time for | ✔ Comprehensive — AI discovers what humans miss |
| Auth Testing | ✖ Complex setup, manual scripting | ✔ Built-in — MFA, SSO, multi-role |
| Edge Cases | ✖ Often skipped due to time | ✔ Automatic — dedicated discovery |
| Cross-team Learning | ✖ Starts from zero every time | ✔ Shared knowledge across teams |
| CI/CD | ✖ Custom scripting required | ✔ Native — headless, Docker-ready |
| Reporting | ✖ Manual documentation | ✔ Automatic PDFs, summaries, BDD |
| Cost Visibility | ✖ Unknown AI spend | ✔ Full tracking per-phase, per-provider |
Built for Real-World Testing.
Everything you need for comprehensive, production-grade test automation.
| Category | RoostGPT |
| ✔ Autonomous test discovery from URL | ✔ Docker deployment |
| ✔ Test generation from natural language | ✔ Cross-platform (macOS, Linux, Windows) |
| ✔ Test generation from documents | ✔ OpenAI, Azure, Gemini, AWS Bedrock |
| ✔ Page Object Model generation | ✔ Import & analyze existing tests |
| ✔ Self-healing test maintenance | ✔ Incremental runs & resume |
| ✔ Multi-factor authentication (OTP/2FA) | ✔ Human-in-the-loop override |
| ✔ Edge case & negative test generation | ✔ Cross-team knowledge sharing |
| ✔ 21+ language support with RTL | ✔ Full AI cost tracking |
| ✔ PDF reports with screenshots | ✔ Encrypted credential management |
| ✔ Gherkin / BDD output | ✔ Parallel execution |
| ✔ CI/CD pipeline integration |
Stop Writing Tests.
Start Shipping.
Your test suite is one command away.
$ ui-test-gen explore --url https://your-app.com
Book an Enterprise Demo