AEC firms are under pressure to adopt AI. But most are layering new tools onto disconnected systems, incomplete data, and inconsistent processes.
The result is low trust in reporting, limited visibility into pipeline health, and AI outputs that do not reflect reality.
AI does not fix this. It amplifies it.
This session focuses on the shift firms need to make before AI can deliver value.