AI Application Testing

Modeled Protocols To bridge from research to practical AI

Intended behaviour analysis across user scenarios in real world simulation environments. Testing protocols to validate accuracy and fairness. Test Case evaluation frameworks tailored to the performance integrity and ethical alignment requirements of your intelligent applications before live deployment.

What does Testriq QA Lab have to Offer for AI Application Testing?

We furnish benchmark accuracy metrics, data coverage analytics plus optimization guidance derived from reproducible testing scenarios – actionable for continuous model improvements safeguarding against regression. Reporting fully traceable to training/testing data plus code versions, our services provide transparent AI assurance. Our expertise in statistical methods applied to ML validation protocols instills dependable assurances around AI safety across your critical production demands. We construct representative test beds modeling your real-world conditions; and simulate edge case scenarios and diverse datasets exposing model limitations beyond happy paths.

Our Expertise in AI App Testing

Algorithm Testing

Ensuring the accuracy and efficiency of your AI algorithms across diverse datasets and conditions.

Functionality Assurance

Confirming your AI app interacts, learns, and adapts accurately within its digital ecosystem.

Data Integrity Verification

Certifying the quality and security of data utilized and generated by your AI app.

Usability Testing

Assuring an intuitive and enriched user experience across various interfaces and interactions.

Our Expertise In Some of The Leading Testing Tools

FAQ : AI Application Testing

What types of AI applications do you test?

We test all kinds of AI apps including computer vision, NLP, recommendations engines, predictions systems, virtual assistants, autonomous technologies, robotic process automation, and more.

How do you test complex machine learning models?

We leverage equivalence partitioning, metamorphic testing, adversarial testing, A/B tests, and other techniques to validate ML model logic, output variability, and real-world effectiveness.

How are natural language processing capabilities tested?

We utilize linguistic analysis suites, diverse text corpus sampling, confusion matrices, and embedded human assessments to validate NLP semantics, intent recognition, response accuracy, and generalization.

What techniques are used for testing computer vision systems?

We employ vast labelled image data sets across scenarios for identification, classification, object detection, segmentation and annotation accuracy based on target metrics.

How is AI software integrated with underlying infrastructure?

We simulate real-world edge environments with specialized sensor data, connectivity protocols, and edge devices to holistically validate AI software and system interoperability.

Ready to Elevate Your AI Application Quality?

What Our Clients Say

Testriq was a clutch QA partner for Pro-ficiency in our early years. We work in a highly regulated environment, and our QA and validation requirements are rigorous as they are for any technology provider in the clinical trials arena. Testriq provided essential services to help us meet our regulatory requirements and they did it with excellence, good communications and a solid commitment to our requirements. They went above and beyond and their work was an instrumental component of our quality system.

Dave Hadden Founder and President

I highly recommend Testriq for their outstanding QA testing services provided to Canva over the past few years. They've seamlessly integrated into our core team, demonstrating professionalism, consistency, and a strong work ethic. Testriq has adeptly handled testing for Canva across web, mobile, and desktop platforms, always accommodating last-minute requests while maintaining high quality. The Canva QA team enthusiastically recommends Testriq as reliable QA professionals.

Loren De Canas QA Lead at Canva

We've relied on Testriq for 8+ months as an asset to Launchpad6. Their professionalism and structured QA practices have significantly enhanced our testing outcomes. They excel in interactive collaboration with our development team, ensuring constant communication and accountability for development quality. Their expertise has been invaluable.

Andrew Busuttil CEO

As a Director of Product and Technology at an event company, I highly recommend Testriq for QA development and technology needs. They are thorough in their work and proficient in testing across our diverse user base. Despite significant time zone differences, Testriq's QA analysts are flexible and reliably meet deadlines.

Jake Browning Director of Product and Technology

Testriq provides comprehensive testing resources and services tailored to meet every client's needs. Their responsive support team is always ready to assist. We've had a successful partnership with Testriq for years, ensuring consistent, reliable releases across various platforms. They've played a crucial role in our business success, and I wholeheartedly recommend their services.

Ranjan Upadhyay Vice President - Operations

Performance By Numbers

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