Blog
Engineering, preconstruction, and the occasional strong opinion.
Long-form writing from the team building PreconIntel. Technical walkthroughs of how AI bid parsing works, analyses of what scope gaps actually cost, and product deep-dives.
Engineering·8 min read
How AI bid parsing actually works (and where it fails)
A technical walkthrough of how modern AI parses subcontractor bids — where it gets things right, where it gets things wrong, and how a review queue keeps the wrong-things out of production.
Read the post →Preconstruction·6 min read
The true cost of a missed scope gap: a change-order analysis
A missed scope gap on bid day doesn't just cost the change-order amount. It costs delay, margin, and the customer relationship. Here's how to quantify the real damage — and how to prevent it.
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