» With AI, shipping a product is not ‘done’, it’s the start of testing whether its behaviour is acceptable

» Staff-facing products are about tasks, decisions and protection

» Operating models are shifting because of AI; during the transition communication and collaboration need to change

Startup to Scale-up Club - Product and Tech - 181

» Structuring analytics for user engagement

» Defining an MVP in the AI era

» When to use genAI and when to use machine learning (ML)

» Product differentiation in a crowded market

» Implementing reusable components and designs

and more

» Communicating your differentiated value consistently works better than a custom pitch every time

» For go-to-market without a PMM, aim to fill some of the gaps, not to take over the whole role

» Traditional marketing-generated leads involve telling the customer the value; product-led growth shows the value instead

» Ready meals are okay, just not all the time

» Previous hype cycles masked who really had product-market fit and who didn’t

» Humans excel where AI doesn’t

» New tech rarely solves social problems