What the customer sees
A request path carrying the manufacturer’s name, colors, contact expectations, spring terminology, field sequence, and file guidance. It should feel like the natural continuation of the manufacturer’s website—not a marketplace or third-party quoting destination.
What the estimating team receives
One reviewable packet containing the original sources, customer-supplied values, quantity context, revision relationships, missing inputs, and conflicts. Each transformed field should remain traceable to where it came from.
Where the intake layer stops
- It can identify that two supplied values differ; it does not choose which design is correct.
- It can show that material was not supplied; it does not recommend material as an engineering conclusion.
- It can route a manufacturability question; it does not approve manufacturability.
- It can prepare the request for review; it does not calculate cost or issue final pricing.
How it fits existing systems
The first question is not “Which ERP do you use?” It is “What has to be true before an estimator accepts the request?” Once that entry contract is clear, the team can decide whether the handoff belongs in an inbox, spreadsheet, quoting system, ERP, or a controlled integration.
A practical first test
- Select one common RFQ type.
- Map the minimum customer-supplied inputs and acceptable source files.
- Define the conditions that create a clarification versus an estimator-ready handoff.
- Run sanitized historical packets through the model.
- Have estimators review the output before changing any live customer path.
This keeps the test grounded in operating evidence instead of a generic software demonstration.