Posts

AI solar tools build a 3D roof from an address, auto-place panels, model shade and size strings in minutes. Here's where they shine and fail.

Agent-based evacuation models and surrogate AI now flag deadly egress bottlenecks during early design, when a fix is still a redrawn line.

Machine-learning wind tools like Forma predict pedestrian comfort in seconds, so your massing fixes wind problems instead of apologizing later.

Computer vision maps 360 site photos to your BIM and schedule, counts what's actually installed, and flags delays weeks early. How it works in 2026.

Acoustic feedback used to arrive too late. In 2026, ML surrogate models and fast wave solvers let architects hear a room while it is still a sketch.