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Artificial Intelligence is no longer a lab experiment — it’s in fraud detection systems, autonomous vehicles, recommendation engines, medical imaging, and generative assistants. But here’s the catch: even the smartest AI model fails if it’s slow, unstable, or unable to scale in real-world conditions. Performance testing for AI is about more than raw speed — [...]
Jayesh MistryArtificial Intelligence is becoming the brain of critical systems — from healthcare diagnostics and autonomous vehicles to fraud detection and military surveillance. But with great intelligence comes great vulnerability. Unlike traditional software, AI models can be manipulated, misled, or even weaponized. AI security testing is a specialized form of QA that validates whether machine learning [...]
Jayesh MistryWhy Do Shoppers Quit at the Final Step of Buying? Autonomous robots have moved from futuristic prototypes to everyday tools in logistics, healthcare, security, and hospitality. From warehouse AMRs to delivery drones, these machines make independent decisions, navigate obstacles, and adapt to changing conditions in real time. But with autonomy comes complexity — and higher [...]
Atul AhireAre Your Smart Devices Truly Ready for Seamless Connectivity? In today’s fast-paced world, we depend on our smart devices to be connected and functional at all times. Whether it’s your smartphone, wearable, or smart home system, having robust wireless connectivity is essential for a smooth, uninterrupted user experience. But how can you ensure your device [...]
Nandini YadavArtificial intelligence now makes decisions that shape lives — deciding loan approvals, curating news feeds, screening job applicants, and even predicting crime risk.When these systems inherit bias from their training data, the results can be discriminatory — even without malicious intent. That’s where bias and fairness testing becomes essential. It’s the practice of examining AI [...]
Jayesh MistryHow Can Optimized Checkout Testing Improve Customer Experience? Beneath every robot’s physical frame lies a sophisticated web of software systems. These control everything from motion planning to sensor data fusion and real-time decision-making. In robotics, software isn’t just code — it’s the brain. It must interact seamlessly with hardware, process sensor data instantly, and adapt [...]
Atul AhireToday’s e-commerce customers are everywhere — browsing on smartphones, comparing prices on tablets, completing purchases on laptops, and even tracking orders via smart TVs or wearable devices.A customer’s journey might start on a mobile app during a commute, continue on a desktop browser at work, and finish on a tablet at home. The challenge for [...]
Jayesh MistryWhat Is Model Validation? Model validation is the process of evaluating how well a machine learning model performs on unseen, real-world data. It’s not about training accuracy — it’s about testing how well the model generalizes beyond what it has seen before. This involves: While training helps the model “learn,” validation ensures it “works” — [...]
Jayesh MistryThe Rising Need for E-Commerce Security As e-commerce continues to grow globally, the risks associated with online fraud and data breaches are also on the rise. In fact, over 40% of global businesses have experienced some form of cyberattack, and online retailers are frequent targets for hackers. For businesses, one security incident can result in [...]
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