Tune in to listen to the highly motivating podcast with Mr. Sakari Arvela. In the episode, he throws light on how at IPRally, AI-based Machine Learning tools are drastically changing the way patent searches are performed. Through the use of software, prior art search, validity search, invalidity search, Freedom to Operate (FTO) search, patentability search, etc., produce outstanding results by capturing the fundamental details. Listeners can learn about the tools' speed, quality, and efficiency. Moreover, the acceptance of tools by in-house R&D engineers, patent attorneys, patent counsel, and engineering search team speaks volumes about the ease of use and its comprehensible results (use of appropriate visualization). Besides, he emphasizes the importance of embracing the change and taking a leap of faith while trying new tools and technology for better results in the IP domain. Finally, he shares the importance of staying up to date with the changes to get the software's best output.