What a compliance matrix is, and why yours is missing rows
A compliance matrix maps every obligation in a solicitation to a response and its evidence. The usual failure is not the formatting; it is rows that were never created.
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Notes on bids, evidence and checkable answers.
How solicitation requirements are extracted, why a fluent answer is not evidence, and what a compliance matrix is actually for. Written for the person who signs the bid, not for a search engine.
Why an AI RFP answer can be confident and wrong
Fluency is not evidence. Three ways an AI-written RFP answer loses its source, and the checks that catch each one before the bid goes out.
Read the noteHow to extract RFP requirements without losing the page reference
Requirements are obligations, not sentences. A practical method for pulling every one out of a solicitation with the page reference intact.
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