Prakash Gupta
Good question. So I think we see a trend of increased adoption of different kinds of devices other than phones and tablets, more and more number of VR or VR devices or AR devices. Apple has recently introduced their AR/VR headset, and the watches are gaining more traction in the enterprises, specifically in healthcare. I believe the influx of these devices, both in consumer and in enterprises should increase, and so will the apps running on them, which means that our tools, our development tools, our automation tools, our processes, all of them have to be more aligned and more adapt. They have to adapt more to sort of take care of these devices. That is one thing that I feel as I did something and AstroFarm as a product has the capability of not just adding Android and iOS phones and tablets, but also these devices as well. We can very well share smartwatch and AR/VR headset and roll them and make them available to anybody else in the organization to use. So that's one trend. Another interesting trend, as you mentioned, security. Security is something which is gaining more and more importance as goes by and I think this year will be no different. And healthcare industry specifically, I think in the West, there has been a consistent push on digitalization in the health industry. And then being so, so right, such a regulated industry security would be a top priority for them. And a solution like AstroFarm with all the security compliances and everything definitely sort of makes a good candidate for companies in the healthcare domain to try out. And of course, no discussion for trends is complete without talking about AI, ChatGPT, and the LLM model. I think I personally believe that every aspect of innovation of all the areas will get impacted by them, including a development and testing. And particularly, I think, the UI-based testing will definitely build with the multimodal or models that are available today. It is definitely going to have a big impact. Oftentimes, I mean, internally at 42 Gears also, we have numerous test scenarios where the testing also requires us to step out of the predictable UI of our own application and sometimes go into third-party operating system settings or third-party applications and interact with it and then come back to our UI. For example, if I have to write a test case for testing the offline functionality of my application, and the test step will require me to go to the operating system, and turn off the Wi-Fi, and then come back to my app and verify whether the offline functionality works or not. But then turning off Wi-Fi can have a very different UI between Android 13 and versus Android 14, or between a Lenovo versus a Samsung. And the moment these not under my control variations come into picture, writing the automation test cases become very complex and very difficult to maintain because there are breaking changes done by somebody else, which you have to sort of keep making sure that product you take into account. But with a multi-modal I mean, theoretically, it can be made possible that we can give it a prompt that go and turn off the Wi-Fi and be based upon the visual cue. If we feed it the current screen and sell it dynamically, generate the scripts to turn off the Wi-Fi, it has a better chance of doing it and even doing it on some small minor UI modifications as well. So those kinds of I mean, visual cue-based dynamics automation, script generation frameworks, I believe, will probably be very, very useful in automation industry or test automation industry that there are a few R&D tasks that we are also sort of pursuing in this line. And hopefully, yeah, I think we might be able to offer something to our end customers.