Test Automation with Gen AI_Final_Presentation

Test Automation with Gen AI_Final_Presentation

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  UiPath Test Automationwith GenAI Deepak Rai
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  2 • UiPath TestSuite Fundamental • Trust, Transparency, and Control • How it works? • UiPath Autopilot • 3 Examples Key Takeaways
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  3 About Me: • TestAutomation Practice Lead Boundaryless Group. • UiPath MVP from last 4 years. • Founder of Rai Gurukul channel. • Having 16+ years of experience in the IT industry.
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  4 Charting AI's growthfrom a reactive assistant to an autonomous guide Reactive Assistant Proactive Collaborator Autonomous Guide 01 02 03 AI as your Autopilot AI-Powered Testing Together We Thrive AI-Partnered Testing AI in the Captain's Chair AI-Driven Testing AI reactively executes, human testers lead AI proactively suggests, human testers decide AI autonomously executes, human testers supervise
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  5 Trust, Transparency andControl for Responsible AI
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  6 Test Suite booststesting efficiency through AI/ML testing bots Autopilot Automation Platform AI/ML Bots Supports all three roles with AI-powered testing capabilities Task Capture No-Code Studio Low-Code Automation Studio Coded Automation Technical Testers Use low-code tools to build custom libraries for test automation Developer Testers Use source code editors to write & debug complex code for test automation Business Testers Use no-code tools to accelerate test automation
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  7 How it works? TestManager – Test Case Generation AI Assistant Autopilot LLM Test Case Definitions w/ Steps created Test Manager Interface Human Default Prompt Proposed Test Cases Action – Confirm Proposal OR Generative AI Powered Automations Incorporate Gen AI directly into your automations – especially those that span multiple systems Embed Gen AI directly into the UiPath Platform (in this case Test Manager) Input: Requirement   Tester refines context or provides additional direction
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  8 How it works? Studio– Test Case Automation Generative AI Powered Automations Embed Gen AI directly into the UiPath Platform (in this case Test Manager) Autopilot for Developers Reader/Writer Code Description Object Repository LLM Read Write Coded Automation
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  9 How it works? TestData Generation Generative AI Powered Automations Incorporate Gen AI directly into your automations – especially those that span multiple systems Analyst / Doer Analyst / Doer UiPath can execute processes as a result of LLM calls Excel File SUT XML File Database LLM Ingest Analyze Synthetic Data Human Reviews Input to Data Service Test Data Queue Excel File External DB Do Review Test Data Schema + User Instructions…
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  10 What is it? Testingis recognized as the #1 bottleneck to delivering value to customers. The Autopilot for Test Manager accelerates every phase of the testing lifecycle, from planning to analysis. Features include: • Generate step-by-step manual test cases from requirements • Generate coded automations from manual test steps or code comments • Surface real-time, actionable test insights without pre-built reports When will it be available? • Private Preview Now • GA in April 2024 UiPath Autopilot™ for Test Manager
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  11 UiPath Solution Accelerator: GenAIfor Test Data
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  13 Demo
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  19 Thank You