Artificial Intelligence & Machine Learning Testing

Does your technology solution use AI or ML? Need to analyse and evaluate outcomes?

We can help.

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AI/ML Testing Services

Transform your business with artificial intelligence

If you’re looking to take your first step toward digital transformation, AI is your big game-changer.

With experts in this field, we can help you leverage the latest AI testing solutions to suit your needs.


We live and breathe all things Software Testing...

(so that you don't have to)

How We Can Help

Building you a tailored strategy using the latest AI testing practices and tools.

(We also do a whole lot more, so please reach out to discuss your project in more detail.)

Data Validation


  • Quality evaluation of training datasets, including aspects such as bias and variety.
  • Validation of data labels.
  • Exaction and curation of validation and test datasets.

AI Model Evaluation & Testing


  • Model’s prediction result analysis and evaluation.
  • Based on metrics such as confusion matrix, AUC ROC, F1 Score, etc.
  • Sharing insights and feedback on model behavior to AI model developers.

Vision & Application Testing


  • Thorough QA and QC for images and/or video data ingestion.
  • Testing of data annotations, data labeling, and data ingestion format.
  • Computer vision-based test automation for visual testing.

NLP Applications Testing


  • Testing of NLP models’ recognition and predictions
  • Evaluation of Speech and NLP models based on metrics such as word error rate (WER), text similarity measures (cosine similarity, Levenshtein distance etc.)

Non-Functional Testing


  • Data scalability and performance testing for AI systems
  • System integration and API Testing
  • Security Testing

Robotics Testing


  • Simulation-based behaviour testing.
  • Debugging algorithms, testing object detection and response and testing defined goals.
  • Testing of hardware availability and unavailability scenarios.
Software Testing Resources

Sharing the knowledge. Improving your testing outcomes.

Can ChatGPT effectively generate test casesTesting
12 May 2023

Can ChatGPT effectively generate test cases?

We tried an experiment with ChatGPT to see how well it understood a statement written as a “business rule” and whether it could analyse it to create a set of…
QA frameworkTesting
26 April 2023

Creating a risk-based Quality Assurance Framework

As technology advances, organisations must stay on top of their Quality Assurance (QA) activities to ensure they are not exposing themselves to unnecessary risk. A well-considered QA framework can be…
bug spotterTesting
20 December 2022

How to choose the right devices for mobile testing

When it comes to mobile testing, selecting the ideal devices is very dependent on your requirements. The functionality, user interfaces, performance, and other factors will vary based on the device…
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Tell us about your testing needs

Email us at [email protected],

call us on 1300 00 LUVO, or use the form below: