Test Automation with Gen AI_Final.pptx

1. UiPath Test Automation with
GenAI
Deepak Rai

2. 2
• UiPath Test Suite Fundamental
• Trust, Transparency, and Control
• How it works?
• UiPath Autopilot
• 3 Examples
Key Takeaways

3. 3
About Me:
• Test Automation Practice Lead Boundaryless Group.
• UiPath MVP from last 4 years.
• Founder of Rai Gurukul channel.
• Having 16+ years of experience in the IT industry.

4. 4
Charting AI's growth from 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

5. 5
Trust, Transparency and Control
for Responsible AI

6. 6
Test Suite boosts testing 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

7. 7
How it works?
Test Manager – 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

8. 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

9. 9
How it works?
Test Data 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…

10. 10
What is it?
Testing is 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

11. 11
UiPath Solution Accelerator:
GenAI for Test Data

12. 13
Demo

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Thank You