Guidance For AI Startups In 2026

InnovationAIGuidance For AI Startups In 2026ByJohn Werner,Contributor.Forbes contributors publish independent expert analyses and insights. I am an MIT Senior Fellow & Lecturer, 5x-founder & VC investing in AIFollow AuthorJun 09, 2026, 03:27pm EDTRed rocket takes off from ordered structure of others. gettyHow do you take charge of a new AI-native business as we enter an age of AI acceleration? More than a few entrepreneurs are asking these questions, including some of the new grads who just went through commencement lines at MIT and elsewhere a few weeks ago.In terms of what kinds of advice are most valuable for AI startup leaders, there’s the more general kind of business plan strategy, and then legal considerations and regulatory advice. So it’s important to distinguish between “rules” and more malleable first principles advice that founders can use to start out on an even keel.Thoughts from an MIT ConferenceThis April, we had the Imagination in Action event that I help run every year, and a panel addressed these questions, a panel of three business leaders in different verticals where AI applies in a big way. Lily Lyman interviewed Jonathan Tushman of Hi Marley, Jordan Hayashi of Bizen, and Cecilia Liu of Intuitive Motion about how to set up an AI startup the right way, and avoid some of the pitfalls of our brave new world.Strategy for AI BusinessHayashi explained his company’s approach, where the firm has clients in construction:“What has changed a lot in this era of AI is: we can actually start to meet people where they are,” he said. “And for construction, that means people can just whip out their phone while on job sites, and start to collect all of the important context, because everything trickles down from what happens on site. And so if we can capture all of that, then we can help them in all of the work that cascades from that, whether that's notes or facilitating communication or building out pricing and billing and costing and all of that....