Appvance: AI-Generated Tests for Fully Automated Scriptless Testing

An Intellyx Brain Candy Brief

Software test automation has long suffered from a Catch-22: regardless of how you build test scripts, you need to test them as well.

Hand-written test scripts are the most likely to have problems, take time to create, and require ongoing maintenance. Automatically-generated test scripts are less likely to have quality issues themselves, but provide less coverage as a rule than hand-written ones and still require ongoing maintenance.

Appvance uses AI (primarily machine learning) to rethink this entire approach to test automation. Starting with a small number of hand-written tests and a set of hints for the AI algorithms, Appvance can generate many thousands of test scripts automatically by learning directly from the subject software and user behavior.

In fact, it’s so easy to generate and run such large numbers of test scripts with Appvance that test script maintenance is a thing of the past – simply throw out all the earlier scripts and start over, each time.

Not only does Appvance improve test quality and coverage while dramatically lowering the cost of testing, but it also removes the testing bottleneck that stops DevOps continuous integration (CI) efforts dead in their tracks.

Copyright © Intellyx LLC. Intellyx publishes the Cortex newsletter, advises companies on their digital transformation initiatives, and helps vendors communicate their agility stories. As of the time of writing, none of the organizations mentioned in this article are Intellyx customers. To be considered for a Brain Candy article, email us at pr@intellyx.com.

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