Usman shares how Ai is entering the AEC ecosystem faster than ever and how Bluebeam has developed a 4-part Ai framework to guide the company's approach, details why careful attention to the ethical considerations of Ai’s deployment within the AEC environment is key to long term success, describes some of his lessons learned on what is takes to scale commercial adoption in industrial innovation from his over a decade of experience across various industrial verticals, and finally a “What’s Hot and What’s Hype” section where he sees the Builtworld headed.