Faster, more accurate AI models

Over the past few weeks we moved Specset's agents and document processing onto a newer generation of AI models. Each change was measured against real construction documents before it shipped.

Faster, more careful answers. The project agent now answers most questions in about half the time, and it is more careful about which document governs a question. Project Reviews reach the plan for your approval in about a minute and a half instead of several minutes, and those plans came out ahead in blind comparisons.

Sharper drawing reads. Schedules transcribe more accurately, especially on scanned sheets where door and panel schedule cells used to be misread. Dense panel schedules come through in a single pass, and fine print in general notes reads correctly. When an issue is marked up on a drawing, the box now lands on the specific row, note, or device instead of outlining the whole schedule.

Quicker comparisons and background tasks. Change detection in Plan Set Comparison runs more than twice as fast. Search filtering keeps more of the results that matter, and review summaries read more clearly.

There is nothing to turn on. New conversations, reviews, and uploads use the new models automatically.