Generative artificial intelligence, or GAI, is popping up in all manner of software every day. Many businesses – including Snapchat, Instacart, CrowdStrike, Salesforce and others – have announced AI-powered features and user experiences. Software customers will soon expect GAI features. For example, users will expect to talk directly to their reports and dashboards instead of figuring out yet another query language.