What is GENI Script Generation?
GENI Script Generation is the generative-AI engine inside Appvance IQ that converts plain-English, step-by-step test cases into fully executable test scripts. You describe what to test the same way a manual tester documents it — GENI writes the automation.
Scripts are produced in bulk — roughly 100 scripts per hour, and up to 400x faster than a human 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. AISG (AI Script Generation) is the autonomous-testing module inside AIQ that explores applications and builds the Digital Twin. GENI Script Generation 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
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) |
|---|---|
| Converts plain-English test cases into executable test scripts | Explores applications autonomously and builds the Digital Twin (.abp) |
| 100 scripts per hour · 400x faster than human scripters | Formerly “Blueprint Designer” / “AI Blueprinting”; under Autonomous Testing in AIQ 5.2+ |
| Input: an Excel file or a TMS connection. Output: a script you can download and edit | Input: an application and specific flows. Output: the Digital Twin plus coverage insight |
| No Blueprint, no Digital Twin, no recorder | Uses the Digital Twin as its core artifact |
How it works — at a glance
- Bring your test cases — the English, step-by-step scenarios you want to 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 and schedule — group the scripts into scenarios and run them on demand or in CI/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