iAuto Heal - An AI driven approach to overcome self-healing limitations. TestMagic works on visual references and at run time identify objects based on artificial intelligence-based pattern algorithm derived from machine learning and deep Learning process. This means, code change, flow change, position change, or even technology change or OS change will have absolutely zero impact on the test automation created using TestMagic.

1. iAuto-Heal
in
Test Automation
using
TestMagicTM - An AI driven Enterprise Test Automation Platform

2. Let’s Discuss
Testing?01
Self-healing- What? Why? How?02
Current Self-healing Approach – Limitations03
Demonstration of TestMagic’s AI Driven
Approach to overcome Self-Healing Limitations
04
© 2020 UTS-Global2

3. Setting Background
Stores all attributes and properties of available
objects, scrapping similar objects on the page
and comparing them with stored attributes and
properties. Weighted scoring system to pick
one that most resembles the previous object
and continue running the automation script as
well as updating the object properties to avoid
future script breaks.
Auto update Object Properties
Testing is Expected visual information or
behaviors vs Actual visual information or
behaviors.
Expected vs Actual
When properties of an object are tweaked
beyond original configuration than self-
healing potentially reduces the time and
effort needed to update automation
scripts after application upgrades, using
the same script between different IT
environments.
.
Reduces Maintenance Effort
Self-healing in test automation is sensing
changes in properties/locators (Xpath) of
an object and allowing to identify the
objects and perform action without any
manual intervention.
.
Sensing Changes
SELF
HEALING
© 2020 UTS-Global3

4. SELF-HEALING
APPROACH
LIMITATIONS

5. 2. Similar Type of Objects
Cannot be applied, if the
attributes and properties are
same for similar type of
objects.
4.Limited Usage in DevOps &
Continuous Testing
To store all attributes and properties of all
available objects in an application requires
live application / mock-up to be navigated
for each flow, hence limited usage in
DevOps/Continuous testing.
1. Change in
Attributes & Properties
Cannot be applied when all
attributes and properties
change.
5. Cannot Use Generic Patterns
A generic pattern is not used to identify
similar type of object across different
technologies/OS. Hence for each individual
application it requires to store all attributes
and properties of used objects.
01
02
0304
05
3. Automate Defects
Probability of automating defect
is high, if Visual Content is self-
healed.
X
Limitations
© 2020 UTS-Global5

6. iAuto-Heal
Approach

7. Machine
Learning
iAuto Heal Approach
Visual Reference Approach
Objects are identified based on
Visual References of any
application using AI based
pattern algorithm derived from
Machine Learning process at
runtime
No Object Reference
No need to store or
refer any attributes
or properties of the
objects.
Object Changes are
Immaterial
Objects are identifiable
even when all the
properties change.

8. Same test automation
works on both applications
which are using different
objects, properties,
hierarchies and
technologies but having
same visual references.
Change in visual
reference will fail the
test step in case of
TestMagic, while in
other solutions claiming
to have self-healing
feature the test case will
pass.
iAuto Heal Scenarios
Applications used LinkedIn and Facebook
© 2020 UTS-Global8

9. iAuto Heal
Scenarios
Scenario 1

10. Scenario 1
© 2020 UTS-Global10

11. Scenario 1
© 2020 UTS-Global11

12. Single Test Case works for both the Websites
Scenario 1
© 2020 UTS-Global12

13. iAuto Heal Scenarios

14. © 2020 UTS-Global14

15. © 2020 UTS-Global15

16. Test Automation will fail in TestMagic, however this
defect will get passed in other tools claiming to have
Self-Healing capability.
© 2020 UTS-Global16

17. Remove Traditional
Object Identification
Method
Removes the need for traditional
methods of object identification like:
• Xpath
• Descriptive Programing
• Fuzzy Logic
• Maintaining Object Repository
• Object Mapping
Object Changes are
Immaterial
Change in Object properties, Hierarchy,
Position or Technology change etc.
doesn’t impact test automation done
using TestMagic.
.
Proprietary AI algorithms
TestMagic uses proprietary AI algorithms
built using C and C++ components to
identify objects independent of hierarchy
in the applications
Avoid Changes to Script
Removes traditional test automation
tools bottlenecks by avoiding changes in
script and increased maintenance costs
- Self Healing need ELIMINATED using AI
© 2020 UTS-Global17

18. Thank You
For further details, write to us at
connect@uts-global.com