The document discusses the evolution of test automation through the integration of AI and bots, highlighting challenges with existing manual processes and the potential for AI-driven solutions. It emphasizes the need for automating repetitive tasks and generating test scripts using machine learning to enhance efficiency. Next steps include learning about RPA and AI-powered testing tools to align with the shift towards an AI-first world.

1. A Gateway to the WORLD OF LEARNING.
Testing with BOTS
CEO, vElement
Manoj Karde
Madan Upadhyay
Founder, KausalVikash

2. Agenda
Outcome
•Bots in Actions
•The Human Era to Machine Era
•Challenge with existing Testing Mode
•The rise of Bots in Test Automation
•Use Cases
•Next Steps

3. BOTS in Action
Busy executive 5000
test cases daily
Monitoring BOTS

4. The Human era to Machine era
Manual, Repetitive and
slow
Replacement to Manual
efforts but still rule
based,
no intelligence and
brutal
Generate test cases
based on data, code or
may learn with little
training.

5. Challenges with existing model
•Growing complexity
•Shorter delivery cycle and feedback mechanism
•Slow methods to get test results
•Frequent changes in functionality
•Overhead in maintaining and running scripts
•Always need skilled resources to maintain scripts

6. New Expectations
•Delegate manual, repetitive and ruled based activities to
BOTS
•Generate Test cases and Test scripts automatically, with
easy machine learning capability.
•Code less test automation
•Auto healing
•Reduce the script development and maintenance effort
•Human dependency

7. The Answer – AI Powered Test
Automation
•Generate test cases from requirement /acceptance criteria
•Learns from several existing data source
•Learns from the application under test
•Generate code scripts
•Identify and auto correct the machine learned UI or
element changes in the recurring test execution

8. Ways to Marry AI with Testing
BOT based automation
Use existing platforms
•Applitools
•SauceLabs
•Testim.IO
•Sealights
•Test.IO
•Mabl
•ReTest
Write own ML algorithms
•Linear Regression
•Decision Trees
•Naïve Bayes
•Logistics Regression
•Classification

9. Next Steps
“An important shift from a mobile first world to an AI first
world,” declared Google CEO Sundar Pichai,
Learn
•RPA
•AI Powered Test Automation Tools
•Data Science