AI reads every page and cites it; a person checks the result. What comes out is a scope sheet a fabricator can price.
A public bid package for a pump station or a process plant often runs to several hundred pages of specifications, drawings and addenda. The steel or piping scope is scattered across all of them.
We use AI tools to read every page and pull out each item that matters to a fabricator: the specification section, the drawing it appears on, sizes, grades, coatings, testing and the quantities that can actually be counted.
Every line is cited to its page, so anyone can check it in seconds. Conflicts between drawings and specifications are listed rather than guessed, and missing information becomes a short list of questions for the engineer.
A person then reviews the result before it goes out. The AI does the reading, the judgement stays with someone who has priced fabrication.
The output is a one screen brief, a scope table and a clarification list. A fabricator or a procurement team can price from it the same week, instead of spending the first days just finding the scope.
