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From detection to quote: inside the pipeline

How a plan set becomes a priced, unit-by-unit schedule you can send.

Reading a window schedule and turning it into a quote sounds like two tasks. It is really three: read the plan set correctly, decide what to do with the parts that do not read cleanly, and map the result onto a catalog someone can actually buy from. A tool that only does the first one is not the tool the question is asking for.

Reading the schedule is the easy failure to fix

Extracting marks, sizes, and types from a PDF is a solved problem for the parts of a plan set that are drawn cleanly and match the schedule. Most plan sets are not entirely that — a symbol reads two ways, a mark shows up twice with different dimensions, a schedule column and an elevation disagree. A tool that reads well but has no answer for those cases hands the estimator the same reconciliation work back, just with extra steps.

The part that actually decides whether it works

What happens to the units that do not read cleanly is the real test. Guessing produces a wrong number that looks confident; silently dropping the unit produces a quote that is short a line. The unit needs to surface for a person to decide, and the schedule needs to hold that unresolved status until someone does — not disappear into an average or a default.

From schedule to quote: the catalog step

A reconciled schedule is still not a quote. It becomes one only once it maps onto a real catalog: your part numbers, your option and glazing rules, your margins. That mapping is what turns a list of openings into a document a builder can actually act on — and it is the step that decides whether the output replaces the estimator’s spreadsheet or just adds a new one.

See how the full workflow runs end to end, or how it plays out for manufacturers quoting builders’ plan sets.

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