— Blog

From the team

Notes on construction contracts, AI, and building software that holds up on real projects.

- Data
- Technical
15 min read
14 August 2026 · Nick Haworth
We Ran the Same Construction Scan 20 Times. Here's What Happened.
We ran the same construction PDF through DAIV and three general-purpose LLMs, 20 times each. Single-prompt outputs varied widely in volume, coverage, and focus - here's what teams should know before relying on a one-shot workflow.