

Building Smarter: A Developer-Founder Conversation on AI,Budget Certainty & the Future of Construction
Real estate development has always been a game of managing the unknown — rising material costs, shifting scopes,
and budgets that rarely survive first contact with reality. As AI reshapes every corner of the industry, one of the most
urgent questions for developers today is: can we finally bring predictability to the build?
Join Hanyang Liu, Co-Founder of Quotr, and a seasoned real estate developer for a candid fireside conversation at the
intersection of construction, technology, and the future of the built environment. Together, they’ll unpack the real
pressures developers face today — from cost overruns and scope creep to financing uncertainty — and explore how AI
is changing the equation.
This isn’t a product pitch. It’s an honest dialogue about where the industry is, where it’s headed, and what founders and
developers are learning side-by-side as AI tools move from experiment to essential infrastructure.