Brief-to-Zone Match

AI extracts criteria from a user brief and ranks a bounded set of available candidate records. A match is a screening hypothesis, not a recommendation, endorsement, or proof that a zone meets every requirement.

How It Works

AI extracts structured criteria and selects from a bounded candidate projection. The server constructs every displayed positive signal from explicit candidate fields; null remains unknown and cannot become a strength.

What Makes a Good Brief

The result must expose gaps or return no supported match; unavailable evidence is not scored as a positive fit.

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