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What GENI Can Generate

Overview

GENI Script Generation converts plain-text, step-by-step test cases into fully executable test scripts. No recording, no manual scripting. Describe the test the way a manual tester would document it, and GENI writes the automation.

Provide your test cases (in Excel or via a supported TMS), and GENI transforms them into ready-to-run scripts, generated in bulk.

GENI Script Generation produces:

  • Executable test scripts (Playwright, Java/JavaScript, and Python scripts)
  • Test scenarios (grouped scripts, runnable on demand or on a schedule)
  • Execution reports and screenshots for every run

How to Provide Your Test Cases

You can bring test cases into GENI in two ways:

  • Excel file — using the standard column format below
  • TMS integration — TestRail is supported today, with additional integrations rolling out

Excel Format

Column

Required?

Purpose

Step Description

Yes

What the tester does in this step

Test Data

Yes

URLs, usernames, passwords, and other inputs used in the step

Test Script Name

Yes, if more than one test case

Names the resulting script

Expected Result

Optional

Your validations — leave blank if none

Test Case ID / Name / Preconditions / Step Number

Optional

Metadata, auto-mapped when present

Column mapping is auto-detected and can be adjusted manually. Once mapped, GENI shows how many test cases are ready to generate before you proceed.

Generating Scripts

  1. Upload your Excel file or connect your TMS.
  2. Review and confirm the column mapping.
  3. Confirm the count of ready test cases.
  4. Click Transform Test Scripts to start generation.

Each test case is processed independently and in parallel, so a batch of 100 takes about as long as a batch of 1.

Generation Status

Status

Meaning

Pending

Queued, waiting for an available instance

Running

Actively being translated into a script

Failed

Could not be resolved. Re-run or adjust the test case

Completed

Script generated and ready to execute

Needs Input

GENI found something that needs your input

Once complete, scripts appear in the Test Scripts area, where you can inspect the steps and execution history of any script.

Running Your Scripts

  • Group scripts into scenarios to run them together, like a CI/CD pipeline.
  • Run a scenario manually, or schedule it (daily, weekly, monthly, or custom cadence, in any time zone).
  • Every execution captures a screenshot of each state visited, plus a screenshot of the failure point if a run fails.
  • Download execution reports per scenario, export to the built-in dashboard, or use the built-in Allure Report.

Maintaining Your Scripts

GENI scripts are built to avoid the usual automation maintenance burden:

  • Minor UI change (e.g., a renamed button): no action needed — accessors adapt automatically.
  • A flow changed: edit the English step in the test case and regenerate that script.
  • Major application change: rewrite the test case and generate a new script.

You edit the English description, not the code.

Access & Security Notes

  • GENI Script Generation is a hosted service (on-prem available as an add-on).
  • To reach your application under test, whitelist the single outbound IP address provided by Appvance.
  • The LLM is used only during generation — execution is pure script playback with no AI inference and no data leaving for model calls.
  • Generated scripts are yours: downloadable and editable Playwright (Java/JavaScript).

Getting Started

Bring a sample of your existing manual test cases in the standard Excel format, generate a pilot batch, and run the resulting scripts against your application.

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