AI test automation: 5 ways to avoid budget overflow

Software testing is an expensive business. In complex projects, it can often cost up to 40% of the total budget. Here we look at 5 ways to avoid budget overflow through AI test automation. Testing is essential if any software product is going to succeed. End-users dislike buggy and unstable software with a passion. Ship … Continued

Boosting ML models to create strong learners

How hybrid and ensemble techniques allow simple ML to excel Machine learning is undoubtedly one of the most powerful techniques in AI. However, there are times when ML models are weak learners. Boosting is a way to take several weak models and combine them into a stronger one. Doing this allows you to eliminate bias, … Continued

Handling dynamic element IDs with AI

As web application UIs grow more complex, developers are increasingly turning to frameworks to help create them. One of the key upshots to this is that element IDs become dynamic and are assigned automatically. In turn, this causes problems for test scripts since these dynamic IDs are much less predictable and make element selection harder. … Continued

When is an AI not an AI? On the intelligent use of AI.

Artificial intelligence, machine learning, computer vision, virtual assistants, … For the last few years, AI has dominated the world of technology. But what really is AI? And how many so-called applications are an intelligent use of AI? Artificial intelligence has long been a dream of mankind. Over the past few years, we have got closer … Continued

AI business transformation – getting it right

AI promises the world, but how can you be sure it will deliver? Reaping the true rewards of AI business transformation AI will transform the business landscape as we know it. But if you are to reap the rewards of AI business transformation you have to do it intelligently. In this blog, we explain the … Continued

AI test automation – a 101 for executives

AI test automation What it is, when to use it, and how it can help your business AI is transforming business and AI test automation can bring you real benefits. We look at what AI is, how it applies to test automation, and how this can impact on your bottom line. Introduction There can be … Continued

AI Transformation for Infrastructure and Operations

How artificial intelligence is transforming a vital area of business Lessons, advice, and encouragement Infrastructure and operations (I&O) is a vital area of business that is often ignored because it isn’t “sexy”. Any company with significant numbers of customers will probably also have a large I&O division. As such it is ripe for AI transformation. Introduction … Continued

AI in society – the good, the bad and the ugly

Avoiding unintended consequences   How AI and automation will change the way we live Artificial Intelligence is a true game changing technology. In time it may prove as disruptive as steam power, mains electricity and pervasive computing were. But do we really understand what we’re doing and the impact of AI in society? The law … Continued

AI – artificial, yes, but is it really intelligent?

Have you ever wondered what artificial intelligence really is?  Recently I found a great blog from a Cambridge Professor that addresses AI. Reading it got me thinking. What do we really mean by artificial intelligence in the context of software testing? I thought I’d share some of my thoughts with you… This portrait was created … Continued