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<?xml-stylesheet type="text/xsl" href="https://community.appian.com/cfs-file/__key/system/syndication/rss.xsl" media="screen"?><rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/" xmlns:wfw="http://wellformedweb.org/CommentAPI/"><channel><title>Appian Selenium API and Future AI Tools</title><link>https://community.appian.com/discussions/f/general/39190/appian-selenium-api-and-future-ai-tools</link><description>Hello! 
 When it comes to AI tools in the context of automation testing (e.g. AI generation of automated tests, AI automatically fixing broken locators after a change, etc.), what support, and compatibility from/within Appian is expected currently and</description><dc:language>en-US</dc:language><generator>Telligent Community 12</generator><item><title>RE: Appian Selenium API and Future AI Tools</title><link>https://community.appian.com/thread/150120?ContentTypeID=1</link><pubDate>Mon, 21 Jul 2025 04:38:36 GMT</pubDate><guid isPermaLink="false">d3a83456-d57b-489c-a84c-4e8267bb592a:a037e059-71ea-47fe-bfa9-dd5e71d023b6</guid><dc:creator>kapilsharma</dc:creator><description>&lt;p&gt;Hi&amp;nbsp;&lt;a href="/members/evane153103"&gt;Evan&lt;/a&gt;&amp;nbsp;,&lt;/p&gt;
&lt;p&gt;&lt;br /&gt;Currently, Appian uses it&amp;#39;s primary AI tool i.e., AI Copilot for testing in different ways:&lt;br /&gt;&lt;br /&gt;1. &lt;strong&gt;Automated Test Case Generation&lt;/strong&gt; The AI Copilot can automatically generate test cases for expression rules. It analyzes the logic within an expression rule to identify edge cases and common scenarios, creating a comprehensive set of tests in bulk.&lt;/p&gt;
&lt;p&gt;2. &lt;strong&gt;Sample Data Creation&lt;/strong&gt; To facilitate thorough testing, the AI Copilot can generate realistic sample data.&lt;br /&gt;&lt;br /&gt;3. &lt;strong&gt;AI Skills Object&lt;/strong&gt;&amp;nbsp;Developers can use Appian AI Skills to build and train custom AI models for specific tasks. While not a direct testing tool, these skills can be incorporated into processes that are under test, allowing for the automation of more complex, intelligent workflows.&lt;br /&gt;&lt;br /&gt;&lt;br /&gt;In future, it might also use Selenium for automated testing but as of right now it is not using that.&lt;/p&gt;&lt;div style="clear:both;"&gt;&lt;/div&gt;</description></item></channel></rss>