AI-Powered BDD Test Generation
From Requirements
to Running Tests
Automatically.
Transform Jira tickets, requirement documents, and source code into BDD Gherkin
scenarios and executable test suites — with closed-loop traceability.
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.
6
Input Sources
Gherkin Output
Closed-Loop
10
AI Providers
Three Steps. Complete Traceability.
From requirements to executable tests, fully automated.
1
Requirements
Import from Jira, Azure Boards, PDF, DOCX, Excel, or source code.
2
Gherkin
AI generates comprehensive Given/When/Then scenarios automatically.
3
Execute
Run tests, push results back to tickets, and maintain closed-loop traceability.
From Ticket to Test.
Automatically.
Watch a Jira ticket transform into Gherkin scenarios and executable test code.
Jira Ticket
Acceptance criteria, user stories, and sprint items become structured inputs for scenario generation.
Gherkin Scenarios
AI creates clear, readable Given/When/Then flows with scenarios, outlines, and examples.
Executable Tests
Generate runnable test suites and push execution results back into your workflow.
Any source. One output.
Feed requirements from any source. Get structured Gherkin scenarios back.
PDF Word
Extract requirements from PDFs, Word docs, SRS specs, and compliance paperwork.
AI understands tables, lists, and structured content — mapping every requirement into Gherkin scenarios automatically.
Share Point ConfluenceS3
Pull content directly from your knowledge stores. Pages, attachments, and files are indexed and parsed into
testable scenarios — with full traceability back to the source document.
Figma Customer-specific
Read specs from Figma designs and bespoke enterprise tools. Visual workflows, component specs, and
custom requirement formats — translated into Gherkin without manual rewriting.
Gherkin That Writes Itself
Rich feature files with background steps and examples.
RoostGPT generates full feature files including Background, Scenario, Scenario Outline, data tables, and Examples sections.
Feature: Shopping Cart Management
As a customer
I want to manage items in my shopping cart
So that I can purchase the products I need
Background:
Given the following products exist:
| name | price | stock |
| Widget A | $9.99 | 100 |
| Widget B | $19.99 | 50 |
| Widget C | $29.99 | 0 |
Scenario: Add a single item to the cart
Given I am logged in as "customer@example.com"
And my cart is empty
When I add "Widget A" to my cart
Then my cart should contain 1 item
And the cart total should be "$9.99"
Beyond Functional. Non-Functional Too.
Generate more than just
happy-path scenarios.
Automatically generate security, performance, and compliance
test scenarios from the same requirements.
Security
SQL injection, XSS, CSRF, authentication bypass, and authorization testing.
Sample Security Scenario
Scenario: Prevent SQL injection in login
Given I am on the login page
When I enter "' OR 1=1 --" as the email
Then I should see "Invalid email format"
And no database query should be executed
Performance
Response time thresholds, concurrent user loads, and throughput benchmarks.
Sample Performance Scenario
Scenario: Login page loads within threshold
Given the application is running
When I navigate to the login page
Then the page should load within 2 seconds
And all assets should be served from CDN
Scalability
Horizontal scaling, load balancing, and resource utilization under stress.
Sample Scalability Scenario
Scenario: Handle concurrent checkout requests
Given 500 users are browsing products
When 100 users initiate checkout simultaneously
Then all checkouts should complete within 5 seconds
And no orders should be duplicated
Compliance
GDPR, SOC2, HIPAA, and PCI-DSS regulatory compliance validation.
Sample Compliance Scenario
Scenario: User data deletion under GDPR
Given a user requests account deletion
When the deletion is processed
Then all personal data should be removed
And an audit log entry should be created
Usability
Accessibility, responsive design, and critical user experience flows.
Sample Usability Scenario
Scenario: Login form meets WCAG 2.1 AA
Given I am using a screen reader
When I navigate to the login form
Then all inputs should have aria labels
And focus order should be logical
Reliability
Failover handling, retry logic, graceful degradation, and consistency validation.
Sample Reliability Scenario
Scenario: Graceful degradation on API failure
Given the payment API is unavailable
When I attempt to complete checkout
Then I should see "Service temporarily unavailable"
And my cart should be preserved
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.
The Old Way vs. The New Way.
See what changes when BDD testing is fully automated.
| Category | Traditional | Functional Test Generator |
| Scenario Creation | ✖ Weeks of manual writing | ✔ Minutes — fully automated |
| Requirement Traceability | ✖ Custom scripting per method | ✔ Built-in — OAuth, Bearer, API Key, Basic |
| Non-Functional Coverage | ✖ Hand-crafted fixtures | ✔ AI-generated — valid, boundary, invalid |
| Source Types | ✖ Separate tool, separate config | ✔ Artillery scenarios generated from spec |
| Code Generation | ✖ Manual mock setup | ✔ Auto-generated from schema definitions |
| Ticket Integration | ✖ Partial, based on tester knowledge | ✔ Complete — every endpoint, every method |
| Maintenance | ✖ Locked to one framework | ✔ 6 frameworks from a single spec |
| Cost Visibility | ✖ Custom scripting required | ✔ Native — headless, Docker-ready |
Complete BDD Testing, Automated.
Everything you need for comprehensive, requirements-driven test automation.
| Category | RoostGPT |
| ✔ BDD Gherkin scenario generation | ✔ Closed-loop ticket traceability |
| ✔ Jira & Azure Boards integration | ✔ Background & data table support |
| ✔ PDF & DOCX requirement parsing | ✔ Multi-language step definitions |
| ✔ Excel data-driven test generation | ✔ CI/CD pipeline integration |
| ✔ Existing Gherkin import & gap analysis | ✔ 10 AI provider support |
| ✔ Cucumber step definition generation | ✔ Cross-platform (macOS, Linux, Windows) |
| ✔ Scenario Outline with Examples tables | ✔ Full AI cost tracking & reporting |
| ✔ Non-functional test generation (Security, Performance) | ✔ Docker deployment |
Stop Writing Gherkin.
Start Shipping.
Your BDD test suite is one command away.
$ roostgpt bdd --source jira --project YOUR-PROJECT
Book an Enterprise Demo