AI4T - Advanced Intelligence for Testing

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A big step towards a highly automated test life cycle

To keep up with today's fast-paced software development world, automation is essential to provide rapid feedback on software quality. One of the key drivers for businesses to succeed is the need for faster time to market and lean quality assurance. That’s why processes throughout the entire test lifecycle must be accelerated through advanced intelligent automation, not only the text execution part. Funded by Austria Research Promotion Agency (FFG), we have developed a pioneering testing approach called: AI4T – Advanced Intelligence for Testing.

By using intelligent solutions, we make QA-related processes quicker, comprehensive, and scalable. AI4T powers your test automation to a higher, more intelligent level and gives your team a tremendous productivity boost. With Nagarro’s AI4T accelerators, you can:

Maximize automation in all testing activities to reduce boring and repetitive tasks far beyond test execution only

Dramatically reduced manual effort in the areas of test automation maintenance, refactoring, result analysis, and others
Shorter test cycles without impacting quality

Check out our 5-step approach with tangible, ready-to-start components, proven across large-scale customer data and open source projects.

Smart Test Selection

Has your number of automated test cases grown so much that it takes way too long till all the tests are complete?

Our approach selects a subset of test cases so that if a specific subset succeeds, there is most likely no error in the remaining test cases.
The main benefit is a significant reduction in test execution time (e.g. from 8 hours to 1 hour).

Self-Healing Test Automation

Do you face huge maintenance efforts to keep your tests up-to-date and functional after code changes?

Our approach perceives that it is not operating correctly and without human intervention, makes the necessary adjustments to restore itself to normal operation.
The main benefit is the significant reduction in service time (e.g. from 15 min to 1 sec per maintained test case).

Automatic Fail Analysis

Do you have to check hundreds of failed test cases every day before you know what the real problems are?

Our system "Sqeed" supports your engineers by identifying the source of the error, such as clustering the log files into error categories.
The main benefit is the significant time reduction in finding the root course of an error (e.g. from 5 min to 1 min per problem).
>> Go to "Sqeed" demo

Smart Refactoring

Do you have a weak spot, an old system and legacy code that nobody dares to touch?

Our approach performs refactoring of source code in a human-centric, semi-automatic way with the guidance of a machine learning algorithm based on the knowledge of thousands of software engineers.
The main benefit is cleaner source code which is significantly easier to maintain.

We are shaping the company of tomorrow

Nagarro helps clients transform, adapt, and build new ways into the future through an entrepreneurial, agile, and caring mindset. We excel at digital product engineering and deliver on our promise of thinking breakthroughs. Today, we are 8,000+ experts across 24 countries, forming a Nation of Nagarrians, ready to help our customers succeed.