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

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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.

file-check Multi-agent exploration discovers every reachable workflow

lightning-charge Parallel workers process scenarios concurrently

eye Accessibility-tree analysis for reliable element detection

demo
product_search.noauth.spec.js Generated
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.

LoginPage.js Page Object Model
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 };
BasePage
navigate(), waitForPageLoad(), getTitle()
LoginPage
login(), submitCredentials(), expectError()
ProductPage
search(), filterByPrice(), addToCart()
CartPage
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.

-50%Lines of Code
ZeroSelectors to Update
100%Reusability

Tests That Fix Themselves.

UI changes break selectors. The system detects, diagnoses, and repairs failing tests automatically.

Change
Failure
Diagnosis
Repair
Close Open Change
text-fix1-L
 
text-fix1-R
Close Open Failure
text-fix2-L
 
text-fix2-R
Close Open Diagnosis
text-fix3-L
 
text-fix3-R
Close Open Repair
text-fix4-L
 
text-fix4-R

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
Site Memory

Each run builds on prior discoveries so future runs expand coverage faster.

Edge-Case-Discovery
Edge Case Discovery

Automatically discovers invalid inputs, boundary values, and error conditions.

Shared-Knowledge
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.

Client-Ready-Reports
MFA / OTP

Handle one-time passcodes and multi-factor login flows.

Language
Test in Any Language

21+ languages with RTL support for test descriptions and documentation.

BDD-Output
BDD Output

Generate Gherkin and BDD-style documentation alongside executable tests.

Integrations & Deployment.

Drop into your existing stack with zero friction.

Pipeline-Native

Pipeline
Native

Runs headless in any CI pipeline. Exit codes, JUnit output, and artifact uploads work out of the box.

your-ai

Your AI.
Your Choice.

Switch between OpenAI, Azure, Gemini, and Bedrock with a single env var. No code changes needed.

one-bianary

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.

over

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.

over

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.

over

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.

spend

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