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By Kevin Surace | AI, Generative AI, Predictions, Scription
Generative AI is Here in Testing
Generative AI is a type of artificial intelligence (AI), one of many, where it is trained on a very large set of data. After training, if you give it some direction, it generates something for you.
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And Why Appvance Leads the AI-First QA Revolution For decades, software testing has lived in the shadow of development—manual, repetitive, and notoriously slow to evolve. Even as engineering teams embrace generative AI to write code in seconds, QA has remained anchored to scripting tools, recorders, and frameworks that depend on human effort. Generative AI is
For decades, QA automation has relied on human-created scripts, recorders, and manual maintenance. Even with assistive AI sprinkled into legacy tools, the burden has stayed the same: people must still author, update, and debug test cases one by one. That model simply cannot keep up with modern software velocity. With Appvance IQ (AIQ), AI becomes
For more than a decade, the test automation story has been the same: pick a tool, point a recorder at your app, “capture” user flows, and generate scripts. Tools like Tricentis, Katalon, and even script-heavy frameworks like Playwright promise faster automation by making script creation easier. In practice, they’ve created something else: script debt. Every
For years, QA teams have been told that “AI-powered” tools would finally fix test automation. Most of those tools, however, are really assistive AI: they help humans write scripts slightly faster, auto-heal a few locators, or prioritize defects. Helpful? Sure. Transformative? Not even close. The real shift now underway is from assistive AI to AI-first
Anonymized case studies from enterprises achieving game-changing results with Appvance IQ. For years, enterprise QA has wrestled with test debt, slow maintenance, and incomplete coverage—especially across sprawling portfolios of web, mobile, and API services. Fortune 100 organizations are changing that equation with Appvance IQ (AIQ). By combining AI Script Generation, natural-language assertions, API automation, and
Every software company today seems to claim they’re “powered by AI.” But when you peel back the layers, most tools are little more than recorders with a marketing makeover. In software testing, where precision, scalability, and speed actually matter, not all AI is created equal — and Appvance IQ (AIQ) proves it every day. Appvance