AI system for non functional testing

AI System Non-Functional Testing

Ensuring Reliability and Performance of AI through Comprehensive Non-Functional Testing

Talk to our Experts

We specialize in AI System Non-Functional Testing to deliver flexibly scalable and high performing applications. Our team of experts help your business scale and rely on security and efficiency, using the testing methodologies that evaluate every aspect of your AI system’s non-functional requirements.

We evaluate your business aspects such as scalability, performance, security, usability, and compliance to deliver the highest standards of quality of your AI applications.

AI System Non-Functional Testing Challenges and Solutions

Challenges
  • Simulating varying loads and data volumes under different conditions 
  • Mapping under-performance of AI systems across different tasks and datasets 
  • Availability of large data set with varying nature 
  • Reliability under normal and peak conditions, minimizing downtime and errors 
  • Optimizing the utilization of computational resources like processing power, and storage  
  • Availability of integrated third-party systems in test environment 
Solution
  • Creating diverse testing scenarios to reflect AI system can handle both typical and extreme loads 
  • Implement robust failover and disaster recovery mechanisms to enhance system reliability 
  • Apply scaling strategies, like auto-scaling and resource pooling, to allocate resources on demand-basis 
  • Use performance profiling tools to identify bottlenecks and areas of under-performance. 
  • Utilize synthetic data generation mechanism to populate the testbed 
  • Implement service virtualization 

Our Clients

Swiggy
tech insights

Non-Functional Testing Services AI Systems

Security Testing

We conduct advanced security assessments to identify vulnerabilities and potential security threats in AI models and applications at an early stage, eventually saving on the cost and time. 

Predictive Modeling

We utilize AI tools and Integrated gradients to provide insight into model predictions and explain the decision-making process for AI systems, saving on repetitive work.

Compliance Testing

We ensure that AI systems adhere to relevant standards and regulations, which is critical in regulated industries like finance and healthcare to avoid any discrepancies. 

Platform Consistency

We use containerization (e.g., Docker) or virtualization to ensure consistency across different platforms by creating a unified runtime environment.  

Speak to an expert

In your line of work, we know every minute matters.

    Our Differentiators

    Customized solutions
    Customized Testing Solutions for AI Systems

    Our non-functional testing for AI systems is tailor-made to meet the unique needs of each client and deliver product results in less time. 

    Proven track record
    Wide Coverage

    Our non-functional testing services cover every aspect, from performance and scalability to security and compliance. 

    AI RPA powered
    Use of Modern AI Technologies

    We leverage cutting-edge AI technologies and automation frameworks to deliver precise, efficient, and faster testing results, reducing time to market, enabling better predictability of user experience and improving quality. 

    continuous support
    Consistent Support

    We provide continuous monitoring services and iterative improvements post release as well. 

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