Why General AI Breaks in Real Business Workflows

​General-purpose AI tools can be impressive in demos, but real business workflows are a different story. Once you add industry rules, live data, customer expectations, and revenue pressure, generic AI often starts to break.

​In this Toronto Tech Week session, Bryan Xu, Co-founder of DealerAI, will share what it takes to make AI work in high-stakes operating environments. Using automotive retail as a case study, this session will explore why specialized AI systems often outperform broad tools when speed, context, and execution matter.

​This is a practical session for business leaders who want to understand where AI creates real operational value, where it falls short, and what it takes to apply AI effectively in customer-facing workflows.

​What You’ll Learn

• ​Why general AI often struggles in real operational workflows

• ​What makes specialized AI more effective in complex industries

• ​How to think about workflow integration, quality control, and ROI

• ​What business leaders should consider before applying AI in customer-facing operations

​Who Should Attend

• ​Business owners and CEOs

• ​General managers and auto group executives

• ​Sales, operations, and marketing leaders

• ​Customer experience and revenue team leaders

• ​Anyone responsible for scaling customer communication and follow-up

​Attendance

​Capacity is limited, and registration is recommended.

Toronto Tech Week is a citywide celebration of the people building what’s next. From May 25–29, 2026, founders, investors, and builders come together for hundreds of community-led events across Toronto, connecting tens of thousands of people around Canadian tech. Torontotechweek.com