AI has become the panacea for every problem — but should it be? Dr. Gautham Pallapa, Principal Director of AI and Innovation and a PhD in artificial intelligence since 2007, joins Alan Shimel on TechStrong TV to introduce Invaluable, the new book he co-authored with Asanka Abeysinghe, CTO of WSO2. Drawing on 600+ workshop hours and 400+ executive conversations, they built the Value Transform — an eight-domain octopus framework that helps leaders define value, align execution, and decide when AI is actually the right answer versus when process improvement, RPA, or plain human judgment will do more. Gautham argues that clarity on value must come before any technology choice, and that treating AI as a fundamental question (does it really need AI?) rather than a default is what separates outcomes from noise.