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What is GENI Script Generation?

What is GENI Script Generation?

GENI Script Generation is Appvance’sthe generativegenerative-AI AI-poweredengine automationinside engine.Appvance ItIQ that converts plain-EnglishEnglish, step-by-step test cases into fully executable test scriptsscripts. within minutes — eliminating the need for manual testers, scripting, and recorders.

In short: youYou describe what to test inthe English,same andway a manual tester documents it — GENI writes the automatedautomation.

test

Scripts scriptare forproduced youin bulk — inroughly bulk,100 scripts per hour, and up to 400x faster than a human scripter.scripter — and they require no ongoing maintenance. When the application under test changes, you regenerate instead of repair.

GENI Script Generation is available from AIQ 5.3.6 (build 536) onward, and is accessed from the GENI area in AIQ.

In short: describe the test in English, and GENI Script Generation delivers the executable script — at scale.

What you get in the GENI area

Opening the GENI area in AIQ presents three options. Script Generation and Script Generation Import are enabled by the GENI license; the Transformation Factory is a separate, complementary capability.

    Script Generation — converts your Excel- or TMS-based test cases into executable test scripts. Script Generation Import — imports generated scripts and scenarios back into Appvance IQ, so they run inside the AIQ scenario editor alongside other test types. Transformation Factory — automates the full QA artifact chain (requirements to scripts and back). See the GENI Transformation Factory chapter.

    Remember: Script Generation is English test case in, executable script out. No Blueprint, no Digital Twin, no recorder.

    Important — GENI Script Generation is NOT AISG. GENI is Appvance’s generative AI offering that converts English test cases into executable test scripts. AISG (AI Script Generation) is the autonomous-testing module inside Appvance IQAIQ that explores applications and builds the AIQ Digital Twin. TheyGENI areScript differentGeneration things.does not use Blueprint or Digital Twin technology: it converts the English test case directly into a script using specially tuned transformer models and a proprietary code generator. AISG is documented in its own book: AI Script Generation (Autonomous Testing).

    Key numbers

    100
    scripts generated per hour
    400x
    faster than human scripters
    70%
    of end-to-end testing is manual today
    85%
    of QA automation resources go to scripting & maintenance

    Batch runtime is roughly constant. Because every test case runs in parallel on its own isolated instance, a batch takes about 2 hours whether you submit 1 test case or 100 — capacity scales linearly.

    GENI Script Generation vs AISG — side by side

    GENI Script Generation AISG (AI Script Generation)
    Appvance’s generative AI offering that convertsConverts plain-English test cases into executable test scriptsAIQ’s autonomous-testing module that exploresExplores applications autonomously and createsbuilds the Digital Twin (.abp)
    100 scripts per hour · 400x faster than human scriptersFormerly “Blueprint Designer” / “AI Blueprinting”; under Autonomous Testing in AIQ 5.2+
    ConvertsInput: plain-Englishan testExcel casesfile intoor scriptsa usingTMS speciallyconnection. tunedOutput: transformera modelsscript you can download and a proprietary code generatoreditExploresInput: thean application, discovers pagesapplication and states,specific andflows. producesOutput: the Digital Twin plus coverage insight
    No Blueprint, no Digital Twin, no recorderUses the Digital Twin as its core artifact

    GENI Script Generation does not use Blueprint / Digital Twin technology. The Digital Twin is built by AISG — a separate module documented in AI Script Generation (Autonomous Testing).

    How GENIit works — at a glance

    1. ImportBring your test cases — the English, step-by-step scenarios you want to automate.automate, in Excel or from your TMS.
    Map and validate the batch — GENI auto-detects the columns and tells you exactly how many test cases are ready. Generate — a single action, Transform Test Scripts, converts each test case into a script in parallel. Run theand GENI processschedule — GENI interprets each English test case and generatesgroup the scripts. Use your scripts asinto automatedscenarios regression tests —and run them in AIQ, on demand or in CI/CD.CD, with screenshots and reports for every execution.

    Sources: appvance.ai/geni · Appvance announces GENI (Mar 18, 2025) — press release · GENI Script Generation — Technical Overview

    Last updated: September 10, 2026

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