Digital twins are a growing area of enterprise investment, with Gartner predicting that the use of digital twins will triple by 2022. The technology, a digital representation of a physical object or system, offers companies a host of benefits, among them improved productivity, reduced down time, reduced risk and improved performance.
A recent SD Times article suggested that AI is not delivering tangible testing improvements, cautioning “…customers need to realize there’s probably more hype than reality in most of what test solution vendors are saying.” This sentiment reminds us of the unhelpfully polarized “manual-vs-automated test execution” debate that held back testing for 10 years and we’ve only recently moved on from with the realization that there’s a place for both in testing. It would be catastrophic for the testing industry if we went into another 10 year debate of “AI-vs-non-AI” only to realize that there are strong benefits to AI, but it probably doesn’t solve everything.
These sentiments are unhelpful and dangerous to the testing community. Sure, there are exaggerated claims about the use and impact of AI in some products, but there are also fantastic products that demonstrate that the technology can deliver real improvements today. Below are just a few examples of how AI can help testing now—not several years down the road:
A recent Forbes Insights survey confirmed that there is strong C-Suite interest in artificial intelligence, with eighty percent of CEOs and eighty-five percent of IT leaders pointing to AI as a core component of their digital transformation efforts. While the technology is sometimes—and mistakenly—associated with job loss, AI’s true power actually lies in its ability to augment human decision-making.
In early 2017, US grocery chain Winn-Dixie invested $7 million to improve its website but overlooked a critical component: testing to ensure it was accessible to people with disabilities. This mistake garnered national attention when the retailer lost a federal case accusing it of violating the Americans with Disabilities Act (ADA).
The Winn-Dixie lawsuit is considered a landmark case but it’s hardly a unique situation—website compliance suits are on the rise. According to a legal blog tracking these cases, there were at least 2,258 such suits filed in the US alone in 2018—an increase of 177 percent from the prior year.