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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.

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 IQ that explores applications and builds the AIQ Digital Twin. GENI leverages the Digital Twin created by AISG — but theyThey are different things. 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

GENI vs AISG — side by side

GENI Script Generation AISG (AI Script Generation)
Appvance’s generative AI offering that converts plain-English test cases into executable test scriptsAIQ’s autonomous-testing module that explores applications and creates the Digital Twin (.abp)
100 scripts per hour · 400x faster than human scriptersFormerly “Blueprint Designer” / “AI Blueprinting”; under Autonomous Testing in AIQ 5.2+
LeveragesConverts theplain-English AIQtest Digitalcases Twininto +scripts using specially tuned transformer models +and a proprietary code generatorExplores the application, discovers pages and states, and produces the Digital Twin

GENI usesScript theGeneration does not use Blueprint / Digital Twin createdtechnology. The Digital Twin is built by AISG as the comparison basis for generating scripts — thea relationshipseparate ismodule leverage,documented notin identityAI Script Generation (Autonomous Testing).

How GENI works — at a glance

  1. Import your test cases and the AIQ Digital Twin — the AI-poweredEnglish, mapstep-by-step ofscenarios youryou application.want to automate.
  2. Run the GENI process — GENI comparesinterprets 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.

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

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