TCSW ’26Twin Cities
Startup Week

What Breaks When AI Goes to Production?.

Moving an AI product from prototype to production introduces problems that aren't always visible while you're building it. This panel will look at some of the most common ones: infrastructure that needs to support AI at scale, unexpected behavior and bias in AI outputs, cybersecurity and organizational risk, and the human challenges that come with introducing AI into the way people work. The speakers will share what they're seeing in their own work, where companies tend to run into problems, and what founders and AI teams should be thinking about earlier in the development process.

Wednesday, Sept 16, Innovation Day

2:30 PM – 3:20 PM

Auditorium 140, MCAD

Every session runs under one pass. Get yours.