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What is GENI Script Generation?

What is GENI Script Generation?

GENI is Appvance’s generative AI-powered automation engine. It converts plain-English test cases into fully executable test scripts within minutes — eliminating the need for manual testers, scripting, and recorders.

In short: you describe what to test in English, and GENI writes the automated test script for you — in bulk, and up to 400x faster than a human scripter.

InImportant Appvance— IQ,GENI theScript moduleGeneration thatis runsNOT AISG. GENI is calledAppvance’s generative AI offering that converts English test cases into executable test scripts. AISG (AI Script Generation) is the autonomous-testing module inside Appvance IQ that explores applications and builds the AIQ Digital Twin. GENI leverages the Digital Twin created by AISG — but they are different things. AISG is documented in its own book: AI Script Generation (AISG). It is part of the Autonomous Testing area of the product, and is available from the AI Driven menu on the AIQ home screen.

Autonomous Testing menu in AIQ

The Autonomous Testing menu in AIQ 5.2+ — AI Script Generation entry point.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

Terminology:GENI whatvs changedAISG in— AIQside 5.2.0by side

With the introduction of GENI, Appvance updated its terminology:

OldGENI termScript Generation NewAISG term(AI Script Generation)
>BlueprintAppvance’s Designergenerative AI offering that converts plain-English test cases into executable test scriptsAIQ’s autonomous-testing module that explores applications and creates the Digital Twin (UI)>AI Script Generation (AISG).abp)
>AI100 Blueprintingscripts per hour · 400x faster than human scriptersFormerly “Blueprint Designer” / “AI ExploratoryBlueprinting”; Testing>under Autonomous Testing in AIQ 5.2+
>BlueprintLeverages (explorationthe result)>AIQ Digital Twin
>Blueprint+ filespecially tuned transformer models + a proprietary code generator>.abpExplores /the .abptapplication, filesdiscovers (stillpages used)and states, and produces the Digital Twin

Note:GENI uses the termDigital “Blueprint”Twin created by AISG as the comparison basis for generating scripts — the relationship is stillleverage, usednot for the identity.abp / .abpt file that is created during an AISG execution.

How GENI works — at a glance

  1. Import your test cases and the AIQ Digital Twin — the AI-powered map of your application.
  2. Run the GENI process — GENI compares each English test case against the Digital Twin and generates the scripts.
  3. Use your scripts as automated regression tests — run them in AIQ, on demand or in CI/CD.

Source:Sources: appvance.ai/geni and· docs.appvance.netAppvance announces GENI (Mar 18, 2025) — AIpress Script Generationrelease

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